Stage Projects

Advice on Voluntary Registration & Cash Accounting Scheme

Description: I am a UK-based energy consultant. I receive commission payments from energy suppliers (B2B). My annual VAT taxable turnover is currently below the £90,000 registration threshold, but I am considering voluntary VAT registration. My business expenses include: Rent (VAT applies) Phone & internet (VAT applies) Office equipment (VAT applies) No significant stock or goods for resale I need expert advice on the following: Whether voluntary VAT registration is financially beneficial for my specific business model. Whether the VAT Cash Accounting Scheme is appropriate for me and how it interacts with my commission income (to avoid paying VAT before I am paid by energy suppliers). Any risks or downsides specific to a commission-based consultant (e.g., partial exemption, flat rate scheme suitability, or any excluded transactions under cash accounting). A clear recommendation on whether to register voluntarily now or wait. A summary of ongoing obligations if I register (VAT returns, Making Tax Digital, record-keeping). Deliverables: A short written report (or recorded video call summary) with a clear yes/no recommendation and reasoning. An explanation of cashflow impact using example figures (which I will provide). I do not require ongoing accounting or bookkeeping at this stage – this is purely for advice. Required expertise: UK VAT specialist Experience with consultants / commission-based B2B services Familiarity with HMRC Cash Accounting Scheme rules

Corporate Solicitor - Pre-Seed Tech Startup

What we're building: Pre-seed digital health tech startup. UK-incorporated (imminent), with an independent investor committing capital in tranches. We're planning a UAE flip at Milestone 5 (Year 2), but keeping UK subsidiary + options scheme intact post-flip. What we need from you (starting now): 1. Incorporation (Weeks 1–2, urgent) — Companies House filing, baseline structure, entity sign-off 2. Founder documentation - Founder vesting deeds (for two co-founders, clawing back vesting from May 2024) - IP assignment deed (everything we've built before company exists transfers to the company) 3. Equity restructuring — we have three existing contractor agreements that need replacement with cleaner equity framework 4. Options scheme design — unapproved options (not EMI): - Strike price & valuation methodology - Growth shares for one team member - S.431 election support (HMRC filing within 14 days of share issue) 5. Investor structure — withholding tax, tranche documentation, milestone drawdown mechanics 6. UAE flip roadmap (Milestone 5) — don't execute yet, but map it now: - DIFC vs. ADGM vs. DMCC entity type - Controlled Foreign Company (CFC) implications - UK subsidiary retention strategy Who you're working with: - Two co-founders - Contractor CTO, clinical advisor, legal advisor (all taking equity) - One independent investor, UAE-based - External accountant (TBD) Your background (must have): ✓ 5+ years advising pre-seed/Series A startups (not corporate M&A) ✓ Deep expertise in founder agreements, vesting, equity schemes ✓ HMRC S.431 elections and shareholder agreement experience ✓ UK options law (unapproved schemes, growth shares) ✓ IR35 awareness (contractor equity holders) ✓ UAE entity familiarity (DIFC/ADGM at minimum; DMCC research willing) ✓ Can turn around quality work fast (weeks 1–2 is urgent) Your style: - Plain English (we work lean, no jargon) - Proactive (flag risks early, suggest solutions) - Written-first communication (we're async) - Comfortable pushing back on founder assumptions Red flags for us: - "I'll need to research this" on founder vesting or S.431 - Generalist solicitor dabbling in startup work - Slow turnaround or unavailable for 2-week sprint - Template-heavy approach How to apply: Tell us: 1. Your last 2 startup clients you've incorporated (stage, equity type, complexity) 2. One time you structured an options scheme (growth shares, unapproved, or similar) 3. Any UAE entity work you've done 4. Availability: Can you commit to weeks 1–2 urgently? When can you start?

Freelance Technical CAD Designer / Production Drawing Specialist

Hello! About Us We are a UK-based retail shopfitting and manufacturing company specialising in bespoke retail fixtures, airport retail environments, and luxury retail fit-outs. We work with leading beauty and retail brands to deliver high-quality displays, shop-in-shops, kiosks, and custom fixtures. The Role We are looking for an experienced Freelance Technical CAD Designer / Production Drawing Specialist to support our team on a project-by-project basis to take client concept designs and transform them into detailed technical and production drawings suitable for client, landlord/mall , airport approval, and manufacturing. We currently have an in-house architect; however, we are looking for support in completing production drawings for future projects, as well as opportunities to be involved in the concept design process. I have attached a selection of our previous work to give you an idea of the type of projects we deliver. Key Responsibilities Convert concept designs, renders, and sketches into detailed production drawings Produce Stage 2 technical drawing packages for client and landlord approvals Create detailed manufacturing drawings for bespoke retail fixtures and displays Prepare plans, elevations, sections, and construction details Develop material specifications and component details Coordinate with our project management and production teams Revise drawings based on client comments and approval feedback Ensure designs are practical, manufacturable, and compliant with site requirements Software Requirements -AutoCAD (essential) -SketchUp (essential) -Experience with Adobe Creative Suite is beneficial -Experience with retail fixture manufacturing drawings is highly desirable Ideal Experience -Retail fit-out projects -Beauty and cosmetics retail environments -Airport retail projects -Shop-in-shop installations -Bespoke joinery and fixture manufacturing -Exhibition stands or branded environments What We Need From You - Portfolio of retail, fixture, joinery, or fit-out drawings - Experience producing production-ready drawing packs - Ability to work independently and meet deadlines - Strong understanding of manufacturing processes and construction detailing - Good communication skills in English If you are interested, please could you share with us: -A link to your portfolio of retail, fixture, joinery, or fit-out drawings -Your availability for upcoming weeks -Your works daily rate/project delivery rate -Earliest possible delivery date and timelines on your work Engagement - Freelance / Contract basis - Ongoing work available for the right candidate - Remote working possible - Immediate start preferred When applying, please provide examples of production drawings and retail fixture projects you have worked on. We look forward to hearing from you.

SaaS platform for managing padel tournaments for clubs.

# Build MatchFlow – Padel Tournament SaaS (MVP) I need an experienced full-stack developer or small team to build an MVP for **MatchFlow**, a SaaS platform for managing padel tournaments for clubs. The system must support tournament creation, player registration, draw generation, court scheduling, live scoring, leaderboards, and subscription payments. ## Tech Stack * Next.js (React, TypeScript) * Tailwind CSS * Supabase (Auth, DB, Realtime) * Stripe + M-Pesa payments * Vercel deployment --- ## User Roles * Super Admin: manage clubs, subscriptions, analytics * Club Admin: create tournaments, manage players, generate draws, assign courts/referees * Referee: enter scores, control match timer, update match status * Player: access tournament via QR code (no login) --- ## Core Features ### Tournaments Create tournaments with name, date, venue, courts, format (Americano, Mexicano, Round Robin, Knockout, Group+Playoffs), match duration. ### Draws & Brackets Auto-generate draws, support single & double elimination brackets, group stages, and round robin. Include basic seeding. ### Registration Public self-registration per tournament, admin registration, CSV upload, and custom form fields. ### Live Scoring Real-time score updates, match status control, and live leaderboard synced via Supabase Realtime. ### Court Scheduling Assign matches to courts, generate schedules, allow manual override, minimize idle courts. ### Referee Tools Mobile-first scoring screen with match timer, score input, and next-match queue. ### Player Portal (QR) Players scan QR to view schedule, draws, leaderboard, and tournament info without login. --- ## Payments * Stripe (global) * M-Pesa (Kenya) Support free tournaments + paid entry fees + subscription plans. --- ## Subscriptions (SaaS) * Free trial: 1 tournament * Starter: unlimited players, limited active tournaments * Pro: full features * Federation: multi-club support --- ## Analytics Club dashboard: players, matches, revenue, court usage Admin dashboard: clubs, subscriptions, churn, revenue --- ## Notes Must be mobile-first, real-time, and production-ready. This is a SaaS product (not a simple website). Experience with Supabase, real-time apps, and booking/tournament systems is highly preferred.

Therapy Podcast & Meditation

I am looking for a reliable podcast and meditation editor who can help preserve and present meaningful human conversations with authenticity, sensitivity, and professional-quality production. About me: I am a psychotherapist, hypnotherapist and meditation facilitator, with a strong interest in psychology, philosophy, emotional well-being, self-development, and the human experience. This work is an extension of that. The podcast explores themes such as identity, connection, authenticity, vulnerability, mental health, psychology, philosophy, relationships, and the wider human experience. The conversations are host-led rather than interview-led. I gently guide discussions while allowing guests space to explore topics that matter to them. The type of editing I want is thoughtful rather than aggressive. I want meaningful pauses, reflection, vulnerability, emotional moments, natural humour, and authentic conversational flow to be preserved, while technical issues, dead space, obvious mistakes, unnecessary repetition, and weak tangents are removed. Typical podcast recordings will be 1–2 hours long and will usually be captured with a simple setup: one microphone, one laptop, and sometimes one camera. Audio quality may vary depending on the environment, and all participants will usually be recorded onto a single audio track. Where guests are comfortable on camera, podcast recordings may also include video footage. What I need: - Audio cleanup and enhancement - Noise reduction - Voice optimisation - Thoughtful editing - Intro/outro added using my own original music - Final audio ready for upload (MP3 and/or other appropriate formats) - Where video footage is available, synchronisation and editing of audio/video for a clean, professional result I also create guided meditation recordings, usually up to approximately 1 hour. These will not include camera footage. For these, I need audio cleanup, voice enhancement where appropriate, noise reduction, preservation of natural pacing and pauses, and a simple visual version using a tranquil still image where appropriate. I am open to a long-term working relationship with the right person, and in the early stages, I would like to review edited versions before finalisation so we can build trust and a shared understanding of the style. What matters most to me is finding someone who is reliable, communicative, thoughtful, professional, open to collaboration, and genuinely interested in the purpose of the project.

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B2B Marketing Strategist Needed – Architect Outreach Campaign

We are looking for an experienced B2B marketer or outreach strategist to help develop and execute an architect-focused awareness campaign for an elevator supplier company operating across North America. About Us: Delco Elevator Products is a North American elevator supplier focused on non-proprietary new construction elevator packages for commercial and residential projects. Project Goal: The goal of this project is to increase awareness among architects firms about Delco’s new construction elevator packages during the early building design stage — before specifications are finalized. As well is shedule a meeting with our of Delco's new construction managers. Target Firms: The outreach will focus on architecture firms involved in: • Commercial buildings • Low, Mid-rise developments • Mixed-use projects • Residential towers • Institutional or large-scale developments Your Responsibilities: • Develop the overall outreach strategy • Recommend the best approach for engaging architects/specifiers • Write outreach messaging and email sequences • Create positioning angles and awareness messaging • Suggest campaign structure and follow-up strategy • Recommend best practices for B2B architect outreach • Help improve response and engagement rates • Potentially assist with LinkedIn outreach strategy as well Ideal Candidate: • Strong experience in B2B marketing and outbound strategy • Experience marketing to architects, consultants, engineers, construction, manufacturing, or technical industries is highly preferred • Strong copywriting and positioning skills • Understanding of long sales cycles and specification-based industries • Able to think strategically — not just send bulk emails To Apply, Please Include: • Relevant experience • Examples of similar campaigns or industries worked with • Your proposed approach for architect outreach • Estimated timeline for completion • Pricing structure • Any recommendations you would make based on similar experience

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I need a Excel Dashboard creating

I am looking for an Excel/Power Query/VBA specialist to build a planning application lead-generation workbook using the UK PlanIt data https://www.planit.org.uk (https://www.planit.org.uk/api/) The workbook needs to let me click a button each week to pull the last 7 weeks of planning applications from all councils/planning authorities in Great Britain via the UK PlanIt API. Core requirements: 1. Data Import * Connect to the UK PlanIt API. * Pull applications from all active planning authorities/councils in Great Britain. * Use paging properly so results are not missed. * Respect API rate limits. * Pull new, changed and decided applications where possible. * Store the raw imported data in a master table. 2. Refresh Button * Add a simple “Refresh Planning Data” button. * When clicked, it should update the master data table. * Avoid duplicating applications already imported. * Keep a log of refresh date, number of records pulled, errors and skipped records. 3. Data Enrichment Columns Add calculated/enriched fields such as: * Project category * Builder opportunity: Yes/No * Roofer opportunity: Yes/No * Electrician opportunity: Yes/No * Plumber opportunity: Yes/No * Landscaper opportunity: Yes/No * Architect opportunity: Yes/No * Estimated project value range * Lead rating: Hot/Warm/Cold * Opportunity score 1–10 * Planning stage * Contact timing * Recommended action 4. Filters / Subscriber Views I need a way to filter the master data so different subscribers can only see opportunities relevant to: * Their trade type, e.g. builder, roofer, architect, electrician * Their subscribed area/council/postcode radius * Their lead rating, e.g. Hot only * Their project type, e.g. extensions, loft conversions, new builds Ideally, I would like a controlled output sheet where I can select a subscriber name and the workbook generates only the records they are allowed to see. 5. Data Protection / Access Control I need advice on the best way to protect the wider data so subscribers cannot access the full master database. Please advise whether this can be safely done in Excel, or whether separate exported workbooks/reports should be generated per subscriber. 6. Output Reports The workbook should be able to create/export: * A full internal master report * A filtered subscriber report * Trade-specific sheets * Area-specific sheets * Weekly opportunity summary 7. Dashboard Create a dashboard showing: * Total applications imported * Hot leads * Warm leads * Cold leads * Applications by council * Applications by trade opportunity * Estimated project value * New/changed/decided applications * Refresh status 8. Future Proofing Please build this in a way that can later connect to AI/ChatGPT enrichment, where application descriptions can be summarised and scored automatically. Important: The workbook must be reliable, repeatable and easy for a non-technical user to operate each week. Please also advise whether Excel is the right tool for this, or whether the data import and subscriber filtering should eventually sit in a database or web app.

opportunityurgent

Minimalist House Design with 3D & Execution Plans

I am looking for an experienced architect or interior/exterior designer to prepare a complete minimalist design package for a private house. The house is already completed at the structural shell stage. I will provide the approved municipality drawings and the as-built survey plan prepared after the shell work. The required scope includes: Interior design Exterior design Light landscape design Full 3D renders for interior, exterior and outdoor areas Furniture layout plans Lighting plans Electrical plans Plumbing coordination Ceiling plans Flooring and wall finish plans Kitchen and bathroom layouts Interior elevations where needed Material and finish schedule Detailed execution drawings ready for site implementation Final organized PDF package The landscape scope should include the swimming pool area, outdoor seating areas, views, parking layout, pergolas or shading structures, and general outdoor arrangement. Important notes: The approved façade colors and municipality/code-related exterior details must not be changed. Some minor layout adjustments may be required, including adding a guest bathroom, creating a dressing room for the master bedroom, and adding two windows in selected rooms. These items will be confirmed after agreement. The main priority is a practical, buildable design with clear technical drawings. I need someone who understands construction and site implementation, not only 3D visuals. The design should be beautiful, unique, and distinctive, while remaining practical, cost-effective, and easy to execute on site. I am not looking for overly complicated or unnecessarily expensive design solutions. The goal is to create a high-quality minimalist result with smart details, suitable materials, and realistic implementation cost. Preferred payment structure: Payment will be divided into milestones linked to clear deliverables. Each milestone will be reviewed and approved before moving to the next stage. Suggested milestones: 1. Scope review, design direction and mood board 2. Interior, exterior and landscape concept design 3. Full 3D renders 4. Technical and execution drawings 5. Final revisions and complete PDF package The freelancer can submit an invoice after completing and submitting each approved stage. Please include in your proposal: Similar previous work Samples of 3D renders Samples of execution or construction drawings Fixed price Delivery timeline Number of revisions included Final deliverables list Suggested milestone payment plan Please do not apply if you only provide renders without proper technical and execution drawings.

Google Ads & GoHighLevel Expert Needed to Set up Automations

We run a tennis coaching business in South West London and are looking for experienced freelancers to help us build and optimise our lead generation and customer follow-up systems. Please note: we already have a proven marketing strategy and know our market extremely well. We are not looking for a marketing consultant to redesign our strategy. We are looking for highly skilled specialists who can execute and implement. We are open to hiring either: One freelancer who can competently cover all areas listed below, OR Two separate specialists (for example, a GoHighLevel expert and a Google Ads expert). Please apply even if you specialise in only one of the areas below. Project Requirements A) GoHighLevel / Automation Specialist We are looking for somebody with strong GoHighLevel experience who can: Build and optimise automation workflows Create email and SMS follow-up sequences Set up lead nurturing campaigns Configure pipelines and opportunity stages Set up AI chatbot and conversational AI features Automate the journey from enquiry to trial lesson booking Automate the process of converting trial lesson attendees into paying customers Ensure all systems are properly tracked and monitored Our leads will mainly come from facebook/instagram ads that we are already running as well as google ads that we're hoping to set up. B) Google Ads Specialist We are looking for somebody with proven Google Ads experience who can: Create and structure Google Ads campaigns Carry out keyword research Build conversion-focused landing pages, either inside gohighlevel or wordpress ones that match our website Set up tracking and attribution correctly Connect Google Ads campaigns to GoHighLevel Optimise campaigns based on performance data Focus on lead generation and bookings for specific tennis coaching products This role is particularly important because poorly structured campaigns can waste significant advertising spend. We are therefore looking for somebody with demonstrable experience managing successful lead generation campaigns. C) Lastly, Email Marketing (this isn't the most important aspect at this stage so please don't contact us is email marketing is the only area you're able to help with). Having said that, experience with email marketing is highly desirable in the gohighlevel expert we're seeking. We want to build long-term relationships with leads who may not purchase immediately. We are looking for someone who understands: Lead nurturing Email campaign planning Re-engagement campaigns Customer retention Converting leads over time Ideal Experience We would particularly like to hear from freelancers who have experience working with: Local service businesses Sports coaching businesses Education businesses Children's activity providers Membership businesses When applying, please include: Examples of relevant projects Your specific area of expertise Platforms you specialise in Case studies where possible Whether you would prefer a project-based arrangement or ongoing support We are looking for long-term relationships with reliable specialists and are happy to start with smaller projects before expanding the engagement.

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UK Civil Litigation Lawyer for Commercial Lease Dispute Strategy

We are seeking a highly competent legal professional or legal consultancy team to assist with a UK-based civil litigation matter involving a commercial landlord-tenant dispute, contractual obligations under a lease/guarantee, evidential issues, potential appeal considerations, and related company/asset concerns. The matter is connected to proceedings in England and Wales. Therefore, applicants must have strong working knowledge of English civil litigation procedure, UK landlord and tenant law, contractual disputes, evidential rules, small claims/county court procedure, and appeal-review standards. We are open to international applicants, but applicants must be able to demonstrate either: 1. current qualification and authorisation as a solicitor, barrister, chartered legal executive, or other regulated legal professional in England and Wales; or 2. substantial, verifiable experience advising on English civil litigation and landlord-tenant disputes, ideally under or alongside UK-qualified lawyers. This project is for legal review, advisory support, litigation strategy, document review, risk analysis, and preparation of structured recommendations. It is not automatically an instruction for court representation, reserved legal activity, or advocacy unless separately agreed with an appropriately authorised UK legal professional. We require a calm, structured, evidence-led review. The successful applicant must avoid assumptions, emotional language, or unsupported allegations. The work must be legally disciplined and focused on practical options. Required Professional Profile The ideal candidate should have experience in one or more of the following: • England and Wales civil litigation; • County Court and small claims procedure; • commercial landlord and tenant disputes; • commercial lease disputes; • contractual liability and guarantor issues; • appeal merits review; • procedural fairness and evidential irregularity; • expert evidence and technical evidence issues; • enforcement/stay of enforcement; • company strike-off, asset tracing, creditor protection, or insolvency-related issues; • legal drafting and litigation strategy. Preference will be given to candidates who are: • SRA-regulated solicitors of England and Wales; • barristers authorised to practise in England and Wales, including public access barristers where appropriate; • Chartered Legal Executives or CILEX Practitioners authorised in relevant areas; • experienced UK civil litigation consultants working under appropriate legal supervision; • senior paralegals/legal researchers with demonstrable UK litigation experience, provided the limits of their role are made clear. Important Requirements The successful applicant must: • confirm their exact legal qualification/status; • provide regulator details or register link where applicable; • confirm whether they are authorised to give legal advice in England and Wales; • confirm whether they hold professional indemnity insurance, where applicable; • confirm any limitations on their role; • complete a conflict check before reviewing confidential documents; • sign or agree to confidentiality obligations; • work strictly from evidence and documents; • avoid defamatory or unsupported conclusions; • distinguish clearly between legal advice, litigation strategy, factual assumptions, and matters requiring further evidence. Initial Engagement Structure We prefer a staged engagement: Phase 1: Preliminary Review Review a limited document pack and produce an initial merits/risk memorandum. Phase 2: Detailed Legal Strategy If appropriate, undertake a deeper review of pleadings, court orders, transcript, evidence bundle, company records, and appeal/stay options. Phase 3: Drafting Support If appropriate, assist with drafting or reviewing: • appeal permission application materials; • stay application; • evidence chronology; • solicitor/barrister instructions; • company strike-off objection; • formal correspondence; • structured case summary. Representation or reserved legal activity will only be considered separately and only where the professional is appropriately authorised. Ideal Candidate The ideal candidate is precise, calm, litigation-minded, and experienced in England and Wales civil procedure. We are not looking for generic legal commentary. We need a practical legal review with clear priorities, procedural accuracy, and a realistic assessment of risk. Candidates who have experience with County Court appeals, commercial lease disputes, procedural unfairness arguments, expert evidence issues, or judgment-enforcement strategy are particularly encouraged to apply.

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CRM & Funnel Systems Integrator

CRM & Funnel Systems Integrator Required The Maths Surgery is a multi-audience education platform serving Parents, Students, and Schools. The visual design layer, frontend implementation, and behavioural architecture have already been completed. This project is not for branding, UI design, copywriting, marketing strategy, SEO, advertising, optimisation, or funnel consulting. The architecture already exists. We're seeking a CRM & Funnel Systems Integrator to implement the approved behavioural architecture and convert the existing platform into a fully functional lead-capture, qualification, booking, and follow-up system. Current Assets Available • Complete Figma design system • Existing frontend website implementation • Behavioural architecture documentation • Funnel architecture documentation • CTA behaviour specifications • Pathway definitions for Parents, Students, and Schools • Tool stack recommendations Your Role Implement the approved system architecture by configuring and connecting: • CRM • Forms • Booking system • Automation workflows • Lead routing • CTA behaviour • Follow-up systems The objective is to create a functioning operational system where user actions trigger the correct workflows, segmentation, and follow-up processes. Scope of Work CRM Setup • Configure CRM structure • Create Parent, Student, and School pipelines • Configure lifecycle stages • Create segmentation logic • Configure contact properties and workflow states Forms & Qualification • Implement qualification forms • Configure conditional logic • Route users according to approved pathway architecture • Connect all submissions to CRM Booking Integration • Configure booking system • Connect booking events to CRM • Configure reminders and follow-up actions Automation • Configure workflow automations • Lead routing • Follow-up sequences • Re-engagement logic • Event-driven triggers System Integration • Connect frontend website to CRM • Connect forms, booking, and automation systems • Ensure accurate data flow and tracking • Test all pathway logic Deliverables • Fully configured CRM • Functional Parent, Student, and School pipelines • Working qualification flows • Working booking workflows • Working automation sequences • CRM segmentation structure • End-to-end testing • Handover documentation Required Experience Please apply only if you have direct implementation experience with: • HubSpot or Attio • Zapier or Make • Calendly or SavvyCal • Typeform or Tally • CRM implementation • Funnel automation • Systems integration Application Requirements Please include: Examples of CRM systems you personally configured. Examples of automation workflows you personally built. Examples of funnel implementations you personally delivered. The tools you would recommend for this project and why. Estimated timeline. Fixed-price proposal. Screening Question Describe technically what happens after a Parent clicks “Get Started” and explain how that information moves through the system until a consultation is booked or the lead enters a follow-up workflow. Generic marketing proposals, funnel strategy proposals, UI redesign proposals, and SEO proposals will not be considered. This role is for implementation and systems integration only.

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LLM Agent Evaluation Engineer / OpenClaw AI Task Specialist

Role Overview We are looking for a technically strong AI Agent Evaluation Engineer to design, execute, and evaluate complex multi-step agent workflows using OpenClaw. The ideal candidate should understand how LLM agents coordinate across tools, handle real-world constraints, reason through messy information, and produce verifiable final outputs. This role combines prompt/task design, AI evaluation, QA testing, Python-based verification, and detailed technical analysis. Key Responsibilities - Design realistic OpenClaw agent tasks that require multi-stage coordination, decision logic, tool usage, and final artifact generation. - Build task prompts that test agent capabilities across data acquisition, reasoning, processing, and output generation. - Run the same task across multiple AI models while maintaining fair starting conditions and comparable environments. - Analyze full model trajectories to identify reasoning mistakes, tool-use failures, hallucinations, safety issues, and instruction-following gaps. - Create task-specific rubrics to evaluate agent architecture, tool coordination, reasoning quality, output quality, and final task completion. - Write and maintain pytest unit tests in verifiers.py to validate whether the final system state meets the task requirements. - Inspect JSON/state files, workspace outputs, generated files, model traces, and final artifacts to confirm task success or failure. - Create corrected “silver” trajectories by guiding the best model output until it satisfies all task requirements. - Document Model A / Model B failures clearly with evidence-based justifications. - Package and organize trajectory files, workspace files, test files, and final outputs for submission. Required Technical Skills - Strong understanding of LLM agents, agent workflows, tool use, and multi-step reasoning. - Experience working with AI models such as GPT, Claude, Gemini, or similar LLM systems. - Strong prompt engineering and task design skills, especially for complex multi-step workflows. - Python experience, especially for writing validation scripts and unit tests. - Hands-on experience with pytest or similar testing frameworks. - Ability to read and validate JSON, CSV, workspace files, logs, and structured output files. - Familiarity with API-based workflows, browser tools, file systems, email/calendar tools, search tools, or other external integrations. - Strong QA/testing mindset, including edge-case analysis, failure detection, and reproducible evaluation. - Ability to design objective rubrics with clear pass/fail criteria. - Experience analyzing model outputs for hallucinations, incomplete reasoning, wrong tool use, and missing requirements. - Strong technical writing skills for documenting failures, evaluation decisions, and final model rankings. Preferred Skills - Experience with AI agent frameworks, workflow automation, or orchestration tools. - Experience with web scraping, browser automation, Playwright, Selenium, or data extraction workflows. - Familiarity with data normalization, scoring logic, ranking systems, and rule-based decision engines. - Understanding of AI safety, privacy boundaries, permission handling, and tool-use risk. - Experience comparing model performance or working on RLHF, LLM evaluation, data annotation, or AI benchmarking projects. - Basic familiarity with Git, virtual environments, package management, and reproducible test setup. - Ability to work with live test accounts and maintain clean, equivalent environments across model runs. Ideal Candidate Profile The ideal candidate is not just a prompt writer. They should be comfortable acting like a QA engineer, automation tester, AI evaluator, and technical analyst at the same time. They need to understand how agents should break down a complex task, use tools correctly, recover from friction, produce structured outputs, and leave behind evidence that can be tested. Example Backgrounds That Fit - AI Evaluation Engineer - QA Automation Engineer with LLM experience - Python Test Engineer - AI Prompt Engineer with strong technical testing skills - Data Annotation / RLHF Specialist with coding ability - Full Stack or Backend Developer interested in AI agent evaluation - Technical Product Analyst with Python and AI workflow experience

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Software Developer (AI-Assisted Product Development)

Remote | Contract / Freelance | Ongoing Engagement About Matchspace Matchspace is a growing SaaS platform helping tennis, padel, squash and pickleball clubs increase participation and simplify club management. Used by clubs across the UK, Matchspace provides tools for running leagues, ladders, tournaments, events and player engagement activities. We are continually improving the platform and are looking for an experienced developer to join us on an ongoing basis. The Opportunity We are looking for a practical and experienced software developer who can work within an existing product and help drive the next stage of development. Our platform is already established and built using .NET and React Native. This role is focused on understanding, maintaining and enhancing the current system rather than building a new product from scratch. You will work closely with the founders to develop new features, improve existing functionality, resolve technical issues and help introduce AI-assisted development processes that allow us to move faster and build better software. This is a long-term opportunity for someone who enjoys product development, problem-solving and working as part of a small, ambitious team. Key Responsibilities • Understand and work within the existing Matchspace codebase • Develop new features across web, mobile and backend systems • Maintain and improve existing functionality • Investigate and resolve bugs and support issues • Work with .NET backend services and APIs • Work with the React Native mobile application • Collaborate with founders to scope, estimate and prioritise development work • Review and improve system architecture where appropriate • Participate in testing, deployment and release processes • Provide ongoing monthly support and maintenance • Help implement modern AI-assisted development workflows • Identify opportunities to use AI to improve both development efficiency and product capabilities • Review, validate and extend AI-generated code to production standards Required Skills and Experience • Strong commercial experience with .NET development • Strong commercial experience with React Native • Experience working within established software products • Experience understanding and extending existing codebases • Strong knowledge of API development and integrations • Experience using Git and collaborative development practices • Excellent debugging and problem-solving skills • Experience supporting live production applications • Ability to work independently and manage workload effectively Desirable Skills • Experience with Microsoft Azure • Experience deploying and maintaining mobile applications • Experience with SaaS platforms • Experience integrating third-party services and APIs • Experience using AI coding tools such as ChatGPT, Claude, GitHub Copilot, Cursor or similar • Experience building AI-powered features into software products • Experience working with small businesses or startup environments What We Are Looking For We are looking for someone who can quickly become productive within an existing product. The ideal candidate will be comfortable reading and understanding existing code, making sensible improvements, and delivering features without creating unnecessary complexity. They should be excited by the opportunities AI presents for software development and willing to help us establish efficient AI-assisted development processes going forward. Most importantly, we want someone who is reliable, communicative and interested in building a long-term working relationship. Engagement We are seeking an ongoing relationship rather than a one-off project. The role is expected to include: • Ongoing monthly support and maintenance • Feature development • Technical improvements • AI integration projects • Product roadmap delivery Hours can be flexible and agreed based on experience and availability. To Apply Please send: • A summary of your relevant experience • Examples of .NET projects you have worked on • Examples of React Native projects you have worked on • Details of any AI-assisted development experience • Your availability • Your preferred hourly or monthly rate We are particularly interested in hearing from developers who have experience working with AI-generated code and who understand how to combine AI tools with sound software engineering practices to accelerate product development while maintaining quality.

Software Developer (AI-Assisted Product Development)

Remote | Contract / Freelance | Ongoing Engagement About Matchspace Matchspace is a growing SaaS platform helping tennis, padel, squash and pickleball clubs increase participation and simplify club management. Used by clubs across the UK, Matchspace provides tools for running leagues, ladders, tournaments, events and player engagement activities. We are continually improving the platform and are looking for an experienced developer to join us on an ongoing basis. The Opportunity We are looking for a practical and experienced software developer who can work within an existing product and help drive the next stage of development. Our platform is already established and built using .NET and React Native. This role is focused on understanding, maintaining and enhancing the current system rather than building a new product from scratch. You will work closely with the founders to develop new features, improve existing functionality, resolve technical issues and help introduce AI-assisted development processes that allow us to move faster and build better software. This is a long-term opportunity for someone who enjoys product development, problem-solving and working as part of a small, ambitious team. Key Responsibilities • Understand and work within the existing Matchspace codebase • Develop new features across web, mobile and backend systems • Maintain and improve existing functionality • Investigate and resolve bugs and support issues • Work with .NET backend services and APIs • Work with the React Native mobile application • Collaborate with founders to scope, estimate and prioritise development work • Review and improve system architecture where appropriate • Participate in testing, deployment and release processes • Provide ongoing monthly support and maintenance • Help implement modern AI-assisted development workflows • Identify opportunities to use AI to improve both development efficiency and product capabilities • Review, validate and extend AI-generated code to production standards Required Skills and Experience • Strong commercial experience with .NET development • Strong commercial experience with React Native • Experience working within established software products • Experience understanding and extending existing codebases • Strong knowledge of API development and integrations • Experience using Git and collaborative development practices • Excellent debugging and problem-solving skills • Experience supporting live production applications • Ability to work independently and manage workload effectively Desirable Skills • Experience with Microsoft Azure • Experience deploying and maintaining mobile applications • Experience with SaaS platforms • Experience integrating third-party services and APIs • Experience using AI coding tools such as ChatGPT, Claude, GitHub Copilot, Cursor or similar • Experience building AI-powered features into software products • Experience working with small businesses or startup environments What We Are Looking For We are looking for someone who can quickly become productive within an existing product. The ideal candidate will be comfortable reading and understanding existing code, making sensible improvements, and delivering features without creating unnecessary complexity. They should be excited by the opportunities AI presents for software development and willing to help us establish efficient AI-assisted development processes going forward. Most importantly, we want someone who is reliable, communicative and interested in building a long-term working relationship. Engagement We are seeking an ongoing relationship rather than a one-off project. The role is expected to include: • Ongoing monthly support and maintenance • Feature development • Technical improvements • AI integration projects • Product roadmap delivery Hours can be flexible and agreed based on experience and availability. To Apply Please send: • A summary of your relevant experience • Examples of .NET projects you have worked on • Examples of React Native projects you have worked on • Details of any AI-assisted development experience • Your availability • Your preferred hourly or monthly rate We are particularly interested in hearing from developers who have experience working with AI-generated code and who understand how to combine AI tools with sound software engineering practices to accelerate product development while maintaining quality.

opportunity

UAE B2B Consultant | Healthcare Sector | Short-Term Engagement

Summary A UAE-based early-stage healthcare venture is seeking an experienced healthcare commercial consultant for a short-term project. The work involves identifying decision-makers at independent UAE healthcare providers, conducting outreach, and running structured discovery conversations with senior decision-makers. Further details on the venture will be shared with shortlisted candidates under NDA. **Scope of Work** - Source decision-makers from a directory of UAE-licensed healthcare facilities (provided). Identify owner-physicians, MDs, operations heads, or BD leads at qualified providers. Selection criteria will be provided. - Conduct outreach via phone, email, LinkedIn, or WhatsApp to secure initial conversations. - Target provider types: independent GP and family medicine clinics; polyclinics and multi-specialty clinics; home healthcare operators; independent labs; independent radiology and imaging centres; pharmacies; preventive health, functional medicine, or wellness clinics. - Out of scope: large hospital groups, chain branches of large operators, government facilities, and insurance companies. - Run 12 structured discovery conversations (approximately 20–30 minutes each) with qualified decision-makers, using a conversation guide we will provide. - Document each completed conversation in a structured writeup template (one page per call). Capture signal markers, key concerns raised, and recommended next steps. **Deliverables and Payment** - Total fixed price: USD 2,750 (approximately AED 10,000) - Milestone 1 — USD 550: Directory filtered, selection criteria applied, 20+ decision-makers identified with contact details, outreach commenced - Milestone 2 — USD 1,100: 6 completed and documented discovery calls delivered - Milestone 3 — USD 1,100: Remaining 6 completed and documented discovery calls delivered, bringing total to 12 - Payment is for completed and documented calls, not for outcomes. A documented "no" is as valuable as a "yes" if it captures clear reasoning. - Quality of writeups will be reviewed before each milestone is approved. **Candidate Profile — Required** - 3+ years commercial experience in healthcare, pharma, medical devices, or diagnostics, including direct engagement with provider decision-makers - Confident running 20–30 minute conversations with senior decision-makers - Strong spoken and written English - Reliable, organised, comfortable working independently with weekly check-ins - Comfortable operating under NDA **Candidate Profile — Strongly Preferred** - Prior experience specifically in UAE healthcare - Existing familiarity with UAE healthcare provider landscape - Conversational Arabic - Track record of consultative selling or qualification calls (not pure cold calling) **Not Required** - Clinical or medical qualification - Deep healthcare technical knowledge — conversation guide will be provided **What We Provide** - 2-page briefing on the venture (shared after NDA signed) - Directory of UAE-licensed healthcare facilities - Selection criteria for filtering target providers - Structured conversation guide with discovery questions - Writeup template for each completed call - Weekly founder check-ins - Clear authority limits — you will not be authorised to discuss specific pricing, commitments, or commercial terms; those escalate to founder **How to Apply** Please share: - Brief overview of your relevant healthcare commercial experience - Types of healthcare provider decision-makers you have engaged with previously - Confirmation that you can work within GCC business hours - Earliest availability to start (target: within 2 weeks) - Confirmation of willingness to sign NDA before receiving the venture briefing Shortlisted candidates will receive a fuller briefing under NDA and have an initial discovery call with the founder before being selected. Please do not share details from this post or any subsequent communications publicly.