Cucumber Software Projects

I need an admin assistant who specialize in HR and payroll

Seeking an administrative assistant who specializes in professional HR and payroll to support an ongoing project. This role is critical for maintaining accurate employee records, ensuring compliance, and streamlining our internal processes. Key Responsibilities: Payroll Support: Assist with the preparation and verification of timesheets, payroll data entry, and reconciliation to ensure accuracy before processing. HR Administration: Maintain and update employee files (digital), manage onboarding documentation, and assist with offboarding checklists. Compliance: Help track mandatory training, certifications, and leave balances to ensure company compliance. Reporting: Generate routine HR and payroll reports as needed. Ideal Candidate: Proven experience with payroll software (e.g., QuickBooks, Gusto, ADP) and HRIS systems. Reliable communicator available for ongoing, consistent support.

Remote Property Management Specialist

Seeking an experienced Remote Property Management Specialist to oversee residential and small commercial portfolios. Responsibilities include tenant screening and onboarding, rent collection, lease administration, vendor coordination, routine inspections, maintenance oversight, and financial reporting. Must possess strong communication, problem-solving, and organizational skills, with familiarity in property management software and local landlord-tenant regulations. Proven track record in maximizing occupancy, minimizing delinquencies, and ensuring property upkeep required. Competitive, ongoing engagement.

Starting to use my dormant Ltd company

Hi, I have been trading as a sole trader for a number of years, and I have a dormant limited company that I would now like to begin trading through. I am looking for accountancy support, including: • Preparation of company accounts and corporation tax filings • My personal self assessment tax return (I am the sole director and shareholder) • Monthly PAYE, with a basic salary up to the personal allowance threshold if appropriate, and setting up and running payroll with HMRC • Advice on taking the remainder of my income as dividends My company year end is 30 April. I was planning to start trading on 1 May, although I am due several larger payments in April. Please could you advise whether it might be better to bring the year end forward? I work in Financial Services and all payments in and out are straightforward. There is no VAT. Could you give me a quote for the services above? I am not currently using accounting software. I can work with spreadsheets or with Pandle, which I have already signed up for. Thank you, Andy

Senior AI/ML Engineer

I’m upgrading our risk-and-compliance platform and need an EU-based engineer who can blend robust software craftsmanship with hands-on machine-learning expertise. The mandate is to automate decision-making across key customer-facing features by fusing classical ML techniques with Large Language Models. You’ll design the end-to-end pipeline in Python, harnessing PyTorch, TensorFlow or scikit-learn to train, evaluate and continuously improve models, then ship them as production-ready services that scale and stay maintainable. Solid experience integrating models into distributed systems, setting up meaningful evaluation metrics and communicating findings to non-technical stakeholders will be crucial, as you’ll work side-by-side with product, legal and data teams. Deliverables I’ll review: • Clean, well-documented Python codebase that builds, tests and deploys the chosen models • Containerised service or microservice exposing the decision-automation endpoint • Evaluation report covering model performance, drift-monitoring strategy and rollback plan If you have 4+ years of professional software engineering in production ML settings and can articulate your design choices clearly in English, I’d like to hear how you would tackle this challenge.

Single Photo Face & Nature Swap

I seek a talented photo editor to assist with the enhancement of several images through face swapping, background editing, and color adjustments. The goal is to ensure that the final images appear natural and realistic, avoiding any telltale signs of editing. Candidates should possess extensive experience with Photoshop or comparable software, maintain the original aspect ratio, and deliver high-quality results promptly. I will provide the necessary photos along with detailed instructions for each edit. Your expertise will be key to achieving stunning visual outcomes.

Skillful Full-stack Developers who can assist with our business.

We seek accomplished full‑stack developers to augment our expanding remote software team. Ideal candidates possess strong expertise in React, Node.js, and Python, delivering robust, maintainable web applications and APIs. Excellent English communication (native or near‑native) is required to collaborate across distributed teams, participate in design discussions, and produce clear documentation. Candidates should demonstrate problem‑solving aptitude, attention to detail, and a proven track record of delivering high‑quality code on schedule.

Virtual Assistant (Admin & Reporting)

Job Title: Virtual Assistant (Admin & Reporting) Location: Remote Type: Ongoing / Part-Time (PeoplePerHour) Overview We are looking for a reliable and detail-oriented Virtual Assistant to support our business with weekly reporting and general administrative tasks. This is a consistent, long-term role suited to someone who is organised, efficient, and able to work independently. Key Responsibilities Compile and produce weekly reports using provided data Gather information from multiple sources and present it clearly Carry out general, non-specific administrative tasks as required Maintain accurate records and documentation Support the wider team with ad hoc tasks Requirements Strong attention to detail and accuracy Experience creating reports (Google Sheets, Excel or similar) Ability to organise and present data in a clear, structured format Good written English Reliable, proactive, and able to work without close supervision Comfortable handling repetitive and varied admin tasks What We’re Looking For Highly organised and methodical Fast and efficient with admin work Able to follow instructions and also think independently Consistent and dependable How to Apply Please include: Examples of reports you have created (if available) Your experience with admin and data handling Your availability (hours per week) Tools/software you are comfortable using This role is ongoing and will suit someone looking for stable, repeat work with clear expectations.

KSPAN Structure Walkthrough Video

Dear Freelancer, We are planning to develop a resort project based on a KSPAN structural concept. We require a complete 3D design model and walkthrough video that clearly showcases both the interior and exterior design. Please note: We will provide an AutoCAD file for reference (dimensions only). The attached image is AI-generated and should be used as a concept reference, not the final design. Scope of Work: You are required to: Create a detailed 3D model using software such as Autodesk 3ds Max (or similar). Develop a high-quality walkthrough video covering all areas of the project. Design Requirements: The 3D model and walkthrough should include the following: 1. Interior Design 2. Internal flat white ceiling 3. Design for each floor 4. Hotel room interiors 5. Lift/elevator 6. Coffee shop connected to lobby 7. Gym and spa 8. Lobby area 9. Reception area at the entrance 10. Restaurant 11. Concert hall Exterior Design: 1. Overall KSPAN structure appearance 2. Swimming pool 3. External flexible solar panels on the roof 4. Landscape Walkthrough Expectations Smooth and realistic walkthrough (day & night views preferred) Highlight all amenities listed above Include both interior and exterior perspectives Deliverables 3D model files High-resolution renders Final walkthrough video Reference Requirement: Please share similar sample videos/projects you have completed that are relevant to: 1. Resort or hotel design 2. KSPAN or steel structure buildings 3. Full walkthrough animations Please review and confirm your understanding, timeline, and cost for this project.

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

AI / Machine Learning Engineer (LLM & Applied AI) – Remote (EU)

Responsibilities AI / Machine Learning Build and deploy AI-powered applications using existing Large Language Models (LLMs). Design systems that ingest data, extract structured insights, and generate accurate outputs. Develop RAG pipelines, chunking strategies, and LLM orchestration workflows. Build tools for model training, evaluation, inference serving, monitoring, and alerting. Experiment with modern ML frameworks and open-source AI tools. Software Engineering Develop scalable microservices that integrate AI models with production systems. Build APIs and backend services to process and manage AI-generated data. Work with modern programming languages such as Python, JavaScript, Go, or Rust. Data Engineering Design pipelines to extract, transform, and load data from multiple sources. Clean, normalize, and validate datasets for model usage. Optimize data pipelines for reliability and performance. Database & Infrastructure Design database schemas and optimize queries. Manage performance and scalability of data storage systems. Ensure AI infrastructure is production-ready and scalable. Collaboration Work closely with product managers, engineers, and subject matter experts. Communicate technical challenges and solutions clearly. Help define best practices for AI system architecture and development. Requirements Based in the European Union 8+ years of software engineering experience Strong experience with Python or JavaScript Hands-on experience with LLM APIs (OpenAI, Anthropic, or similar) AI / LLM Experience Experience building RAG systems Knowledge of chunking strategies for LLM optimization Experience with LangChain, LangGraph, or similar orchestration tools Familiarity with AI monitoring, observability, and evaluation frameworks Experience building agent-based workflows or AI automation Engineering Experience Experience building microservices and scalable systems Strong knowledge of data pipelines and ETL processes Experience designing and optimizing databases and data models Additional Skills Strong understanding of ML concepts and NLP techniques Ability to work with ambiguous problems and rapidly evolving AI tools Experience with modern software development practices (Git, testing, CI/CD, code reviews) Engagement Details Location: Remote (EU-based freelancers only) Contract: Freelance Availability: Part-time or Full-time Duration: Long-term collaboration possible Nice to Have Experience building AI agents or multi-agent workflows Experience with evaluation frameworks for LLMs Experience deploying AI infrastructure in production environments

AI Automation Consultant

Company Overview Elegant Enterprise-Wide Solutions, Inc. is a government-focused IT services and consulting firm delivering innovative, enterprise-scale solutions across Federal, State, Local, Defense, and Intelligence sectors. With deep experience in complex environments, we specialize in software development, data analytics, cloud computing, cybersecurity, IT engineering, and business process automation—helping organizations modernize systems, improve efficiency, and achieve mission-critical outcomes. Position Overview Elegant Enterprise-Wide Solutions is looking for an experienced AI Consultant on a project-based / on-demand engagement model to design and implement AI-driven solutions that automate and enhance our Process. This role is best suited for a self-driven professional who can independently deliver outcomes and work on specific assignments with defined deliverables and timelines Engagement Model • Type: Freelance / Independent Consultant • Work Mode: Remote Required Qualifications • 4–8 years of experience in AI/ML, automation, or related domains • Hands-on experience with LLMs (e.g., GPT-based solutions, prompt engineering) • Strong understanding of automation workflows and APIs • Experience with tools such as: o Python, APIs, automation tools (Zapier, Make, Power Automate, etc.) • Ability to independently design and deliver solutions Application Requirements Interested candidates should share: • Relevant project experience • Examples of AI/automation solutions built • Tools and technologies expertise Availability and expected commercial terms (per project) Note: IST Time zone people are Preferred.

Motion Graphics Animator – YouTube Channel

I'm building a serious documentary YouTube channel investigating cybercrime and financial crime — the kind of in-depth storytelling people watch at midnight and can't stop. Think channels like Fern, Hoog, and Wendover Productions. I handle everything on the creative and narrative side — research, scripting, voiceover, and direction. I need an animator who can take that and make it visual. This is a long-term partnership. I'm not looking for one video. I'm looking for someone to grow with. ———————————————— WHAT EACH VIDEO NEEDS → Animated maps — locations, movement, money trails, transaction flows → Data animations — figures, percentages, timelines coming to life → Text and fact reveals — key names, dates, amounts appearing with impact → Scene transitions and motion overlays synced to narration → Dark, cinematic documentary visual style throughout AI tools (Runway ML, Kling AI, Midjourney, or similar) are welcome and encouraged — I want us working smart, not slow. Videos: 10–20 minutes | 2 per month ———————————————— YOU'RE THE RIGHT FIT IF: ✅ You understand motion as storytelling, not decoration ✅ You can animate a money flow diagram or location map from scratch ✅ Adobe After Effects is in your toolkit ✅ You're familiar with channels like Fern or Hoog (or willing to study them) ✅ You're comfortable using or experimenting with AI video tools ✅ You're reliable, communicative, and take deadlines seriously You're NOT the right fit if your work is built around social media edits, cartoon characters, or bright explainer content. Different skill set — just not what this channel needs. ———————————————— BUDGET & TERMS Rate: $150 per video (fixed price per project) Volume: 2 videos per month = $300/month ongoing Payment: Per video on completion, via PeoplePerHour I'll be honest — this is a startup budget. The channel is early stage. But the work is consistent, the creative brief is clear, and the budget grows as the channel grows. If you're building your portfolio in the documentary/cinematic space, this is real, regular work with creative freedom. ———————————————— TO APPLY Send me: → Portfolio or showreel (motion graphics work, documentary or dark/cinematic preferred) → Tools and software you use → Confirmation you're comfortable with the $150/video rate To show me you actually read this posting, start your message with DARK MONEY and tell me in one line what visual style this channel uses. Skip this and I won't reply — nothing personal, just how I keep things efficient. Remote. Serious. Long-term. Let's build something.

opportunity

Ultra-HD 2D motion graphic (8640x3840) | 50fps

High-resolution video for a multi-screen display with the following specs: Technical Requirements * Resolution: 8640 x 3840 px (Single master file for a 4-screen layout). * Frame Rate: 50 fps (Cinematographic fluid motion). * Duration: 70 seconds. * Software: Adobe After Effects (Required). * Deliverables: High-bitrate MP4 (H.265) for final playback and a high-quality ProRes 422 master. Scope of Work * Structure: Seamlessly integrate a provided intro sequence (.mp4) and build the remaining 60-odd seconds of content. * Design: Creating dynamic, rhythmic transitions using high-resolution art assets. Style is "sliding gallery" meets "kinetic collage." * Layout: You must ensure the composition works across a 4-screen layout within that single 8640x3840 canvas. * Style: Clean, minimalist typography and smooth, high-end motion blur. Terms & Delivery * Revisions: 3 rounds of changes included. * Source Files: Full delivery of organized Adobe After Effects (.aep) project files, including all linked assets, so the project can be edited internally if needed and the final MP4 file with intro included. * Review Process: To save time, please provide low-resolution "proxy" versions for the first two rounds of revisions. * File Transfer: Due to the 9K resolution, please specify your preferred method for transferring large master files (e.g., WeTransfer Pro, Dropbox, or FTP). Note: We already created one video so it will be very easy to understand what we are after as this is a continuation of a project font's logo, etc are all set.

Telesales for SaaS / Hospitality

We are looking for a confident and friendly outbound telemarketer to help introduce our software platform, to UK B&Bs and glamping sites. It is a simple operations and compliance dashboard built specifically for small hospitality businesses. It helps owners manage room cleaning status, maintenance issues, staff accounts, and compliance documentation in one organised system. Your role will be to call independent B&Bs and glamping pod sites across the UK and introduce the platform in a professional, conversational way. This is not a hard sales role. We are not looking for aggressive selling. We are looking for someone who can speak naturally and confidently to business owners. What You’ll Be Doing • Calling a provided list of UK B&Bs and glamping sites • Speaking to owners or managers • Introducing Us clearly and simply • Identifying whether they currently use paper, WhatsApp, or spreadsheets • Offering a free trial (Simple Signup via Email directly on site) • Logging outcomes of each call You will be provided with: • A call script • A product overview • A call list (est. 50 to begin) • A VoIP phone number (We use Voipfone, you MUST be able to setup confidently) • Clear guidance on positioning Ideal Candidate • Native or fluent English speaker • Clear, professional phone manner • Confident speaking with UK business owners • Experience in telemarketing, lead generation or appointment setting • Reliable and organised • Comfortable tracking results in a spreadsheet Bonus (not required): • Experience in hospitality sector • SaaS sales experience What We’re Looking For • Someone calm and professional • Not pushy or overly scripted • Able to handle objections naturally • Focused on generating interest and free trial sign-ups • British Time Zone Project Details If performance is strong, this will become ongoing weekly work. We are building a long-term system and want someone reliable who can grow with the project. Please include: • Your experience with outbound calls • Your hourly rate • Your availability per week • A short voice sample **This post is for 5 hours, as a trial - this could lead to ongoing work if it works out well.** AI, Generic Copy & Paste responses will be REJECTED. You MUST know how to setup VoIP - we will provide number, extension and passcode. 3rd time posting this role to due freelancer incapable of carrying out the task at hand.

Senior AI / Full-Stack Developer (US Time Zone | Native English)

We are looking for an experienced AI or Full-Stack Developer who can work in the US time zone and communicate at a native English level. This role requires strong technical skills, clear communication, and the ability to work with a distributed team. We highly value developers who can explain ideas clearly and collaborate effectively. To confirm English communication ability, all applicants must include a short Loom introduction video. Requirements: Mandatory Native-level English communication 5+ years of software development experience Ability to work in the US time zone Strong problem-solving and communication skills Technical Skills (one or more areas) AI / Machine Learning Experience with LLMs, AI integrations, or AI product development Python, LangChain, OpenAI APIs, or similar tools Full-Stack Development JavaScript / TypeScript React, Next.js, Vue, or Angular Node.js / Express / NestJS REST APIs or GraphQL SQL or NoSQL databases Cloud platforms (AWS, GCP, or Azure) Nice to Have: Experience building AI-powered applications SaaS product experience Experience working with remote US teams DevOps or cloud deployment experience Application Instructions: To apply, please submit: Your resume or portfolio Your technology stack A short Loom video introduction (2–3 minutes) explaining: Your background Your development experience Projects you worked on Confirmation you can work in the US time zone Engagement: Remote Long-term opportunity

opportunity

Full Stack Developer Education Income Database & AI Assistant

I’m looking for an experienced full-stack software engineer to help build a platform aimed at UK primary and secondary schools. The platform will function as an income-generation database that helps schools identify funding opportunities. It will combine data gathered from external websites with my own curated database. The system will need a clean and simple user interface that allows school leaders to search and filter funding opportunities relevant to their school. A key feature will be an AI-powered “Grant Bot” that can assist school leaders in drafting and preparing grant applications. Core Requirements Full-stack development (open to suggested tech stack) Database to store and manage funding opportunities Ability to gather or import data from external websites and internal sources User-friendly interface for filtering/searching opportunities AI assistant for grant writing support Secure and scalable design suitable for school users What I’m Looking For An experienced full-stack developer with strong database and UI experience Someone who can advise on best architecture and technology choices Experience integrating AI tools/APIs would be a bonus Ability to estimate development timeline and ongoing running costs Next Steps I’d like to start with a virtual meeting to discuss the idea and determine if we are a good fit to work together. If so, we can then discuss design, development, maintenance, and estimated monthly operating costs. Quick turnaround time required, due to go to market date.

opportunity

UK Crypto Tax reconciliation & data analysis

Description: We are a UK-based accountancy firm specialising in Crypto tax, and we are looking for an experienced Crypto Tax Data Analyst to support ongoing client work. This role is focused heavily on data analysis rather than traditional accounting. Scope of work includes: - Reviewing wallet and exchange data (CSV/API exports) - Line-by-line transaction analysis - Identifying and categorising taxable events under UK (HMRC) rules - Reconciling discrepancies across wallets, exchanges, and DeFi activity - Cleaning and structuring datasets for tax reporting - Supporting preparation of outputs for final tax review Typical clients include: - High-volume traders - DeFi users (staking, liquidity pools, bridging, etc.) - NFT traders - Individuals with complex multi-wallet activity Requirements: - Strong understanding of UK Crypto tax treatment (HMRC guidance essential) - Proven experience using tools such as Koinly, Recap, CoinTracking or similar - Ability to handle large datasets accurately and efficiently - Strong analytical mindset and attention to detail - Experience identifying errors, duplicates, missing cost basis, and incorrect classifications Nice to have: - Experience working with UK accountancy firms - Familiarity with DeFi protocols and on-chain activity - Basic Excel / data manipulation skills Engagement: - Ongoing work available for the right candidate - Initially project-based, with potential for long-term collaboration Trial Task (Important): - Shortlisted candidates will be asked to complete a paid trial task. This will involve reviewing a sample dataset and: - Identifying key issues (e.g. missing cost basis, incorrect classifications, duplicates) - Providing a brief explanation of how you would resolve them - Demonstrating your approach to structuring clean, usable data This is a critical part of our selection process to ensure candidates can handle real-world Crypto data complexity. To apply: Please include: Examples of similar Crypto tax work you’ve completed Which software/tools you’ve used Your approach to handling messy or incomplete datasets

Outsourced IT Support & VBA Support Partner Required

Multi-Site Care Group | Ongoing Support Contract We are a growing multi-site care group seeking a reliable IT support provider, small technical team, or agency to support our day-to-day operations across multiple locations. We are not looking for a sole freelancer, unless there is clear contingency cover in place. Ideally, we want an established provider with at least a second person available for resilience and continuity of service. About us 10 care sites Each site has approximately 4 laptops and 4 mobiles 1 central team with around 15 user-specific laptops Current setup At site level, devices are generally not user-specific In the central team, laptops are user-specific Access to our individual software platforms is managed through user logins, but support for those SaaS systems is not part of this role Microsoft Office Standard BlueHost hosting 2 WordPress websites Dropbox for file sharing Many of our operational files rely on VBA, so experience in maintaining and modifying VBA-based files is essential Support required We are looking for ongoing support in two main areas: 1. General IT support Approx. 2 hour per week Setting up new laptops and installing relevant programmes Assisting users with technical issues 2. Application / VBA maintenance Approx. 2 hours per week Updating and modifying VBA-driven files and tools Supporting operational file maintenance and improvements Response expectations User support required same day, ideally within 3–4 working hours Support hours: weekdays, 9am–5pm Application maintenance can usually be completed with a 1 working day turnaround Non-urgent upgrades can have a longer lead time, such as up to 1 week Occasional larger technical projects / builds may also arise from time to time Ideal provider We would particularly like to hear from providers who: already support similar clients or multi-site businesses have an established track record in outsourced IT support have strong Microsoft desktop support capability have solid experience with VBA troubleshooting, file maintenance, and updates can provide dependable cover and business continuity Please include in your response a short overview of your business / team where your team is based how many people are in your support team your experience with similar clients your experience with VBA support and maintenance your support hours and typical response times your pricing structure your onboarding availability We are looking for a provider who can offer a practical, responsive and dependable service, with the flexibility to support occasional larger pieces of work as needed. If you feel your team would be a good fit, we would be pleased to hear from you.

opportunity

Reaction Training & Hand-Eye Coordination Platform

ReactMotion is a proprietary cognitive performance platform developed by ReactForge. It is built to train and measure reaction time and hand-eye coordination using standard webcam technology connected to a PC or laptop, requiring no specialized hardware. The platform uses real-time computer vision to capture, analyze, and score a user's physical response to on-screen stimuli. It is designed to serve a broad population: from youth athletes building foundational reaction speed to senior adults maintaining neuromotor sharpness to training elite athletes to maximize cognitive performance. ReactMotion is not a peripheral device product. It is a software-first platform that turns any device with a webcam into a certified reaction training tool. The goal is to make professional-grade reaction and hand-eye coordination training accessible, measurable, and scalable. We're looking for talented developer who thrives on innovation to bring a product from prototype to production. You will be the technical lead on ReactMotion, working directly with the ReactForge founder to define architecture, build features, and ship a platform that is ready for institutional adoption. As Lead Developer, you will be responsible for: Rebuilding the prototype into production-grade code Integrating with Supabase and the ReactForge data layer Designing the webcam + computer vision pipeline Ensuring performance on consumer grade hardware Build the scoring and analytics engine Establish the technical architecture for scale Design the user-facing training interface Collaborating on product roadmap and feature prioritization Required Skills: React or Next.js (frontend) JavaScript / TypeScript WebRTC or getUserMedia API for webcam access Canvas API or WebGL for rendering Supabase (auth, database, storage) REST API design and implementation Git and collaborative development workflow Additional skills that would be an asset: MediaPipe or TensorFlow.js experience Computer vision background Prior work on real-time data capture applications Sports technology, health tech, or EdTech domain experience Experience with AI-assisted development workflows The Lead Developer will be evaluated against the following milestones: Webcam capture pipeline functional, basic reaction drill running end-to-end Core drill library complete (5 drill types), scoring engine live Athlete dashboard, session history, and export to PDF operational Coach dashboard, drill builder, and Supabase integration complete ReactView integration live, API layer documented and tested Platform commercially deployable for first institutional pilot ReactMotion already works with a working prototype. This role is not about building from zero. It is about taking a functioning prototype and turning it into a live platform. To be considered, a concise reply must be received for all 3 interview questions.

I need an experienced AI engineer

We are hiring a Senior AI Engineer to own and accelerate AI capabilities across the platform — from customer-facing features to internal agentic workflows and production-grade AIOps. This is a high-impact, hands-on role where you will shape the next generation of AI systems and directly influence customer experience, product velocity, and operational efficiency. The Opportunity You will lead development across three core pillars: - AI Product Engineering – Ship core AI-powered features — intake, scheduling, session notes, billing automation, and more. - AI Foundations / Enablement – Build reusable primitives, evaluation tooling, and golden paths. - Agentic Workflows & AIOps – Create AI agents that automate operational work and support internal operations. What You’ll Do AI Product Engineering (Customer-Facing Features) - Build AI features end-to-end: requirements → design → implementation → rollout → evaluation. - Implement LLM-backed workflows including summaries, extraction, structured output, copilots, billing scrubbing, and guided automation. - Collaborate across Product, Design, QA, and Clinical SMEs. Own AI-powered improvements across: RCM, scheduling, intake, documentation, reporting, customer support automation. AI Foundations / Enablement - Create reusable AI primitives: prompt templates, agent patterns, tool schemas, safety guardrails, retrieval modules. - Build evaluation harnesses and continuous regression testing. - Enable developer productivity via AI coding tools and best practices. - Establish “golden paths” for consistent and safe AI feature delivery. Agentic Workflows & AIOps - Develop in-platform agents for billing checks, eligibility validation, claim scrubbing, data cleanup, workflow routing, and anomaly detection. - Build AIOps capabilities: incident summaries, RCA suggestions, intelligent alerts, correlation. - Integrate with telemetry systems for intelligent operations. LLMOps / Production-Ready AI - Implement monitoring, cost governance, retries, fallbacks, and safe-mode behavior. - Own prompt/model evaluation frameworks and online QA metrics. - Ensure HIPAA-aligned data flows: privacy controls, redaction, audit logs, PHI boundaries. Data & Infrastructure - Build vector stores, embeddings, retrieval workflows, and knowledge bases. - Partner with data engineering for eval datasets and rulesets. - Contribute to scalable infrastructure for AI agents and async workflows. Tech Stack - AI Platforms: Azure OpenAI, OpenAI, Anthropic, Bedrock - Frameworks: RAG, agents, orchestration - Backend: .NET, Node.js, Python - Data: SQL Server, Postgres, Redis, vector databases - Observability: Grafana, Loki, Prometheus, OpenTelemetry - Cloud: Azure, AWS, Docker, Kubernetes - AI Dev Tools: Copilot, Claude Code, Cursor, Kiro What You Bring - 5–10+ years building production software systems. - Hands-on experience delivering LLM-powered features or AI agents. - Strong engineering fundamentals. - Experience with LLMOps, safety, monitoring, evaluation. - Strong cross-functional communication. - Healthcare / HIPAA experience a plus. - Fluent English