Phoenix - Your AI AssistantAI Agent Development Projects
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AI Agent Developer - LLM Tools, Support Bots & Agent Workflows
Looking for an experienced Python developer with hands-on AI/agent work (LLM tool-calling, RAG, LangChain/LangGraph or similar) to support ongoing development, fixes, and small features. Remote, async-friendly. About the work I need a reliable developer to support me on AI-related Python projects. Work is mostly backend and agent logic — not generic web CRUD. Typical tasks: - Build and extend AI agents that call tools (APIs, mocked services, email, refunds, etc.) - Implement agent loops (plan -> tool call -> observe -> next step) - Integrate LLMs (OpenAI or similar) with structured tool schemas, or rule-based flows where appropriate - Work with mocked external systems during development (no production secrets in dev) - Write clear README, basic tests, and honest notes on technical debt - Fix bugs, refactor small modules, and help prepare code for review or demos - Optional: FastAPI*endpoints to expose agents as APIs You will work from existing repos or small greenfield scripts. I value readable code, clear structure, and someone who can explain trade-offs. Required experience Please only apply if you can point to **real examples** (GitHub, portfolio, or PPH history) of most of the following: | **Python** | 3+ years; clean modules, typing, error handling | | **AI agents** | Tool-calling agents, not only chatbots | | **LLM integrations** | OpenAI API or equivalent; prompts + tool definitions | | **Frameworks** | LangChain, LangGraph, CrewAI, or solid **vanilla Python** agent loops | | **RAG** (nice) | Retrieval, chunking, vector search for Q&A bots | | **APIs** | REST/FastAPI; calling third-party APIs from agent tools | | **Communication** | Good English; short written updates; ask when requirements are unclear | Nice to have - Customer support / workflow automation agents (tickets, email, refunds, CRM) - **Authorization and risk thinking** for agents (who can trigger money actions, escalation paths) - **Runtime governance** or guardrails (policy checks before high-impact steps) - Docker, basic CI, pytest - Experience in **startup / solo-engineer** environments (ownership, not only tickets)
AI Trainer
We are delivering large-scale global Virtual Instructor-Led Training (VILT) programs focused on Artificial Intelligence and Generative AI technologies for enterprise teams across multiple regions and business functions. The project involves designing, customizing, and delivering high-impact AI learning programs for technical and non-technical audiences, enabling organizations to adopt AI-powered workflows, modern development practices, and emerging AI tools effectively. Trainers and Subject Matter Experts (SMEs) will work on: Delivering live virtual AI/GenAI training sessions for global enterprise teams Creating and adapting training content, labs, demos, and practical use cases Training participants on technologies such as Generative AI, Machine Learning, RAG, Agentic AI, Claude Code, Codex, Copilot, Kiro, Cloud Code, Data Engineering, and Cloud Architecture Demonstrating AI-enabled development workflows and real-world enterprise AI implementations Supporting capability building initiatives across multiple geographies and languages Conducting interactive sessions, hands-on exercises, workshops, and knowledge assessments Enabling organizations to understand the evolution, adoption, and future impact of AI technologies The engagement requires professionals with strong technical expertise, enterprise training experience, excellent communication skills, and the ability to independently manage virtual learning environments for global audiences.
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GoHighLevel AI Voice Workflow Specialist
Hi, I am looking for an experienced GoHighLevel workflow builder who has genuine experience with Voice AI and more advanced automation systems. We’re building an outbound AI calling system for our AI consultancy that targets UK estate agencies. The foundations are already partially built, but we now need someone to properly structure, optimise and complete the workflows. The project includes things like: * outbound AI calling flows * callbacks and follow-ups * tagging/routing logic * reminders and no-show handling * long-term reactivation flows * CRM/pipeline movement * automated SMS/email actions There’s also a more advanced version of the build we may explore where one AI voice agent can transfer a live call to another AI voice agent and then back again, so experience with GoHighLevel Voice AI is important. We’re not looking for someone to just throw together basic workflows. We need someone who understands clean architecture, scalability and how to keep complex GHL systems stable and manageable long term. If you’ve worked on similar Voice AI or advanced GoHighLevel automation projects before, send over: * relevant examples * your experience with GHL Voice AI * and your thoughts on the best way to structure something like this.
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OpenClaw and CODEX Agent / Automation Setup
I am looking for an experienced AI automation developer to help build a business agent and automation system across two main areas: 1) OpenClaw agent setup 2) Codex / automation workflows This project is focused on setting up AI agents and structured automations for business operations, research, email triage, reporting, Airtable-based workflows, RSS ingestion, Gmail integration, Telegram agent access and Formstack webhook-triggered outputs. I have already written the core agent descriptions and automation requirements. I will provide the selected freelancer with the agent overviews, required skills/tools from ClawHub, Cron job schedules, markdown instruction files, Airtable token links and intended outputs for each agent or automation. OpenClaw For the OpenClaw part, I have around 9 agents to create. These need to be hosted on a Hostinger VPS using Docker/OpenClaw, which is already live. The agents need to be configured, connected to Telegram, connected to the relevant Airtable bases, tested and set up so they can run as intended. Some agents will need to generate email reports, one may need permission to send outbound emails, and another will need to use an EmailHunter-style API. There are two people for whom the OpenClaw agents are required. For the first person, there are around 6 agents, including an Executive Assistant Agent, Website Research Agent, Network Agent and other business/research/reporting agents. For the second person, there are around 3 agents, also connected to Airtable. One of these should be able to process around 20-30 RSS feeds, add relevant items to Airtable or another suitable database, and generate a daily market report. For OpenClaw, I will provide: *Agent name and overview *Whether each agent is a master agent or sub-agent *Skills required *Any special skills that need to be created *The specific Airtables to use/update *Cron jobs *Markdown files of information *Any files to provide to the agent, such as PDFs or training materials Codex / Automation Workflows For the Codex/automation part, I have around 20 workflows/projects to create. Around 17 are for me personally and around 2 are for colleagues. The colleague workflows involve email triage from separate business Gmail accounts, so each mailbox needs to remain fully separate with its own OAuth/token access and knowledge context. The workflows must not mix users, emails or data between accounts. For my own workflows, the automations will mainly review Airtable data using Airtable Personal Access Tokens, generate scheduled business reports, triage Gmail, create draft outputs and send email summaries. Some automations may recommend or make Airtable updates, but sensitive actions should have approval gates rather than being applied automatically. Email triage should draft or report only, not send emails automatically unless specifically approved. Some of the workflows are slightly more complex. These include ingesting around 20 RSS feeds and writing a business opportunities report, using RSS feeds to draft LinkedIn posts, receiving a Formstack webhook and creating call notes, follow-up outputs and analytical reports, and receiving Formstack submissions with attached data to produce analytical market research reports. The webhook workflows may need n8n or a similar tool to receive and route the data before passing it into the AI workflow. Ideally, I would like generated reports to be consolidated into one email where possible, although I understand this may depend on the final architecture. For Codex/automation workflows, I will provide: *What each automation does *When each automation should run *What the output should be *Airtable links to update/review, where required *Emails to be sent from the automation and when *Email accounts to review/triage, where appropriate *RSS feeds, where required *Webhooks for two different forms What I Need From You Please provide a quote for setting up the OpenClaw agents and Codex/automation workflows above. I am looking for someone who can both implement the system and advise on the best technical approach. Finally, I will need a basic handover, including screen-recorded videos showing how the agents are set up, how markdown/instructions are updated, how Cron jobs are changed, how agents are tested, and how basic issues are diagnosed.
Past Projects
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WhatsApp AI Maintenance Bot
We're a growing UK lettings agency and want to automate our maintenance intake using WhatsApp and AI. How it works: tenant WhatsApps an issue, the AI asks smart follow-ups, logs the job with a reference number, notifies our team, and posts directly into our CRM automatically. Runs 24/7 with no manual intervention. We've thought through the stack — Twilio, Make.com, Anthropic Claude API, and our CRM (which accepts submissions via a webhook endpoint). Accounts and API keys will be ready when you are. We're open to platform recommendations but mainly want someone who has done this before and can build it cleanly and hand it over. What we need from you: — Make.com experience (please share an example of something you've built) — Twilio or messaging API experience — Experience with an AI API (OpenAI, Anthropic or similar) — Available to start within the week Deliverables: working end-to-end system, error handling, a short handover walkthrough for our non-technical coordinator, and brief written docs. To apply: 2–3 sentences on relevant experience, one example of an automation you've built, your fixed price, and your earliest start date.
Build AI Lead-to-Voice Routing System (Make.com/Twilio)
Seeking an automation specialist to build a seamless AI lead-to-voice routing system using Make.com and Twilio. Deliverables: a web form for businesses to request a call; automated outbound Twilio calls that bridge each lead instantly to my mobile; logging of all submissions into a Google Sheet. Objective: a reliable "Speak to Human" button that connects leads to my phone immediately. Must be implemented with no-code tools and prior Make.com/Twilio experience is required. Fixed budget R2,000.
AI SaaS Platform
Build a production-ready AI SaaS platform using this as the foundation: https://github.com/stackblitz-labs/bolt.diy Do NOT create a basic clone. Transform it into a commercial AI platform similar to Bolt.new, Lovable, Brmej.ai, and Hercules.app. Stack: - Next.js - TypeScript - TailwindCSS - Node.js backend - PostgreSQL or Supabase - Clerk/Auth.js - Stripe - S3 or Cloudflare R2 Infrastructure: - Ubuntu 22 VPS - Docker + Docker Compose - Nginx - SSL - Monitoring - Backups - Security hardening - Production-ready scaling - Compatible with Hetzner, Contabo, OVH, DigitalOcean Core Features: - Multi-language (English + Arabic) - Responsive multi-screen support - Authentication - Subscriptions - AI chat - AI app builder - File analysis - Code generation - Conversation history - Token tracking - Deploy system - Project export system Create a fully dynamic Super Admin Dashboard where EVERYTHING is configurable without code edits. Admin must manage: - Users - Plans - Tokens - AI providers - AI models - AI services - Routing rules - Pricing - Usage limits - Deploy limits - Publishing permissions - Feature access AI Providers Management: Support: - OpenAI - Claude - Gemini - Groq - DeepSeek - OpenRouter - Mistral - Together AI - Fireworks - Ollama Each provider must support: - CRUD - API keys - Base URL - Priority - Fallbacks - Health monitoring - Usage/cost tracking - Retry/timeout settings - Model assignment - Enable/disable AI Models Management: Admin can manage: - Context length - Max tokens - Pricing - Reasoning/speed/quality levels - Vision/tools/files/coding support - Provider assignment - Limits - Status AI Routing Engine: Dynamic routing rules from admin panel: - Fallback providers - Budget routing - Fast-response routing - Reasoning routing - Automatic failover AI Services: Examples: - App Builder - SEO Writer - AI Agent - Code Generator - Landing Page Generator - File Analyzer Each service supports: - System prompts - Assigned models/providers - Temperature - Limits - Streaming - File/image support - Fallback models WebContainer/Sandbox: - Terminal - Live preview - npm install - Isolated environments - CPU/RAM limits - Abuse protection Deploy System: Support one-click deployment to: - Vercel - Cloudflare Pages - Netlify Include: - Deploy logs - Rollbacks - SSL - CDN - Environment variables - Custom domains Export System: - ZIP export - GitHub export - React Native/Expo export - Optional Flutter export Publishing Assistant: AI assistant that helps users: - Generate app descriptions - Privacy policy - Terms of service - SEO metadata - Store listing content - Publishing guidance for iOS & Android All limits/features must be configurable per subscription plan from admin dashboard. Deliver: - Clean scalable architecture - Full Docker setup - docker-compose - .env configs - Deployment docs - Production-ready code Include estimated development time and total project price.
Professional UX/UI Design for a New Project
I am looking for a professional UX designer to create a clean, modern, and user-friendly design for my project. The goal is to improve the user experience and ensure the interface is intuitive. Please share your portfolio and previous work examples.
Help me learn Cursor Ai
I am exploring Ai with my business and have a concept I want to create, I have tried to use Cursor by myself but struggling a bit, I am looking for someone to spend 1 hour with me on a screenshare and help me through the learning and building process of it, that can help explain the system to me, and show me how to use it.
Need to automate customer engagement workflows
Seeking an experienced automation specialist to design and implement streamlined customer engagement workflows. The project entails mapping current touchpoints, creating automated sequences for onboarding, nurturing, and re-engagement, integrating CRM and communication platforms, and establishing KPIs and monitoring. Deliverables include documented workflows, tested automations, error handling, and optimization recommendations to enhance retention and conversion efficiency.
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Build Automated AI WhatsApp Messaging ChatBot
What I Need Built: A system that connects Facebook leads to WhatsApp and automatically chats to them, qualifies them, and routes them correctly. Core Requirements: Lead Handling Facebook lead → instant WhatsApp message Fully automated first response Conversation (AI Bot) Talks like a normal, relaxed salesperson Not robotic or scripted Can handle natural replies Qualification Questions Bot must ask: What their business does What they need the setup for Whether they are currently spraying or outsourcing Current setup (if any) Size needed (height, width, length) Whether they care more about compliance or cost How established the business is Lead Segmentation Automatically split leads into: High quality → ready + serious Medium → interested but not ready Low quality → low budget / early stage Pricing Give indicative pricing ranges based on answers Ideally pull from a spreadsheet Ask if pricing matches expectations Route based on response Actions Based on Lead Quality High quality → send examples + book a call Medium → send case studies + follow up Low quality → give pricing + offer £99 DIY course Media Send photos of installs Send YouTube videos Send relevant examples based on answers Follow-Up Automatically follow up if no reply Must feel natural, not spammy Booking Book calls via calendar OR Allow manual takeover for good leads HubSpot Integration Must connect to HubSpot: Create/update contacts Store all answers Tag lead quality Move deals through pipeline Important (Must Answer in Application): How you will build this (tools/tech) How you will make it sound natural How you will handle pricing logic Examples of similar work Goal: Filter out bad leads Save time Increase conversions TO APPLY PLEASE EXPLAIN WHAT YOUR PROCESS WOULD BE TO DO THIS TO ENSURE I CAN UNDERSTAND YOU'RE ABLE TO DO IT. THE MOST IMPORTANT PARTS WILL BE THAT IT MUST STORE THE CHAT IN HUBSPOT USING ZAPIER AND ENGAGE WITH CUSTOMERS AUTOMATICALLY.
Adapt Existing 4-7 Agent AI Platform for Field Service
NextLevel Operations Group is looking for a developer who has already built and deployed a working 4-7 agent multi-agent AI system for field service businesses — plumbing, HVAC, roofing, or restoration. Must be a live production system, not a demo or prototype. Platform must handle: smart dispatching with live traffic routing, photo and video diagnosis of problems, inventory checking across trucks to eliminate comebacks, agents that reason and collaborate together, client communication automation, job logging, invoicing, and payments. Requirements — non-negotiable: Full IP ownership transfer. I own all code forever. Deployed to my cloud only. Full source code to my private GitHub. Multi-tenant white label for unlimited clients with separate branding and data. Handles 100 active clients from day one, scalable to 500+. Documented uptime from existing deployment. Basic guardrails. Simple admin dashboard in plain English. Reply must include: Live demo link or GitHub proof of existing platform Industries already deployed Uptime record Fixed price quote broken into 4 milestones No existing platform to show = do not apply. Fixed price only. I will not disclose a budget.
AI Agent Needed to Find Local Home Care Leads (Daily Alerts)
I am looking for a skilled AI specialist to build and/or manage an AI-powered agent that can identify real-time local demand for domiciliary (home) care services in Stockport and surrounding areas (Greater Manchester). What I need: The AI agent must scan online platforms daily, including (but not limited to): Facebook (public posts & groups) Nextdoor Reddit Local forums / community boards Any other relevant sources where people request care support Identify recent posts only (ideally within the last 24–48 hours) where individuals or families are: Looking for home care Asking for recommendations for carers Requesting support for elderly/disabled relatives Filter results specifically for Stockport and nearby areas Output requirements: Send me a daily email report (morning preferred) that includes: Direct link to each post Platform/source (e.g. Facebook, Reddit, etc.) Short summary of the request Location (if mentioned) Results must be relevant and actionable leads only (no generic content) Important: Accuracy and relevance are critical – I do NOT want spam or unrelated posts Must comply with platform policies (no scraping that violates terms) Ideally include some level of keyword filtering (e.g. “home care”, “carer needed”, “elderly care”, etc.) Nice to have: Ability to refine/improve results over time Option to expand to other geographic areas later Dashboard or shared document access (optional but useful) Your proposal should include: Brief explanation of how you will build this (tools, approach, automation) Examples of similar lead-generation or scraping projects (if available) Timeline to deliver Ongoing support options (if applicable) This is a highly targeted lead-generation task, so I’m looking for someone who understands both AI automation and practical data filtering. Looking forward to your proposals.
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I need a Full Open Claw Agent setup
I am looking for a freelancer to complete the setup of my OpenClaw agent environment across two VPS instances. OpenClaw is already installed and running on my main VPS, so that side should be relatively straightforward. On the second VPS, OpenClaw will need to be installed, which will also require Docker setup. This should not be a difficult task, as I was able to complete the setup on my own environment without much trouble. In total, I need around 20 agents configured across the two VPSs, with approximately 18 agents on my main VPS and 2 agents on the second VPS. I also expect around 15 cron jobs to be set up across the agent environment, and roughly 15 to 20 Airtable connections will need to be linked depending on the relevant agent workflows. For each agent, I need the freelancer to handle the full setup process rather than simply creating the shell of the agent. This includes creating the agent itself, entering the custom prompt I provide, attaching any relevant markdown files, installing or connecting the required skills, linking the agent to Airtable where needed, connecting the output to Telegram or WhatsApp where applicable, setting the cron job if the agent is meant to run on a schedule, and then testing and fixing the setup until the agent is working properly. I also need one custom skill to be created using the Email Hunter API. The purpose of this skill is to allow OpenClaw to carry out email appending tasks more easily. In practical terms, I want to be able to instruct OpenClaw to find specified contacts and append their email addresses using the Email Hunter API. I will provide the API details once the freelancer has been selected. Most of the accounts and services are already in place. Airtable, Telegram, WhatsApp and the relevant API accounts have already been created. Browser Relay is also not a major build task, as it is something that runs through the Google desktop environment and can be added quite easily, although it does need configuring from time to time. The freelancer may need to access my PC remotely if Browser Relay needs to be configured locally for proper operation. I will provide the access needed for the work, including VPS login details, OpenClaw admin access, Airtable API keys, Telegram bot credentials, WhatsApp credentials, API keys for RSS, news and email-related tools, and remote desktop access to my PC if required for Browser Relay or related local setup. For clarity, "working correctly" means more than just the agent appearing inside OpenClaw. Each agent should be able to run manually and automatically as intended, run according to its schedule where a cron job has been assigned, use its required skills correctly, read from and write to Airtable where relevant, and send outputs through Telegram or WhatsApp where required. Browser Relay should also work correctly for the target sites it is meant to interact with. In addition, I want at least one successful test per agent recorded in a test sheet so there is a clear record that each one has been set up and verified. Once the setup is complete, I need the freelancer to test each agent properly and confirm that everything is functioning as intended. I would also like a screen recording showing the setup of one agent from start to finish, including the VPS-side work, OpenClaw configuration, prompts, API keys, cron jobs, integrations and testing, so I have a clear reference for how the system has been configured. Summary of what needs doing: *Install OpenClaw and Docker on the second VPS *Configure around 20 agents across 2 VPSs *Add my custom prompts to each agent *Attach markdown files to each agent where required *Install and connect the relevant skills for each agent *Create 1 custom Email Hunter skill for email appending *Set up around 15 cron jobs *Link around 15 to 20 Airtable connections *Connect relevant agents to Telegram and/or WhatsApp *Ensure Browser Relay is working correctly *Use remote desktop access if local Browser Relay setup is needed *Add and configure relevant API and RSS access *Test every agent and fix issues until working *Record at least one successful test per agent in a test sheet *Provide a screen recording of one full agent setup from start to finish *Complete final testing and handover
Local SEO — GMB and Website Audit
We are looking for an experienced Local SEO Specialist who can perform a comprehensive audit of our Google Business Profile (GMB/GBP) and website to identify issues, improve rankings, and strengthen our overall local search visibility. The ideal candidate must have strong expertise in Local SEO ranking factors, Google Maps/Local 3-Pack visibility, technical audits, citation accuracy, and on-page optimization. The audit should highlight all current issues and provide actionable recommendations to improve local rankings, traffic, and conversions.
N8n - Fix bug in workflow - No Output in Googlesheets
The N8n workflow is working fine but it is not giving an output in the Googlesheet as expected. It should be writing the data in the columns as per the instructions set in N8n We need someone with great knowledge of where the error is and then fix it. Anyone with good coding and N8n knowledge should be able to fix this in an hour. Please DO NOT apply if you have little or no experience in coding and N8n. You will need to fix the errors and make the workflow work. See screenshots of: 1) Workflow - Some Errors 2) Errors - Now Googlesheets not working - Reading and Writing Fixes: - Update the Ai models (previously Open Ai, now need Gemini-Flash and Claude) We have Keys available
Open claw or claude expert needed
Looking for an expert to set up an AI agent for me
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AI Monitoring Platform for UK Company Alerts
Project Title: AI Monitoring Platform for UK Company Financial Distress & Insolvency Alerts (SIC-Based) Project Overview: I’m looking for an experienced developer (or small team) to build an AI-powered monitoring platform or intelligent agent that tracks UK companies within pre-defined SIC codes and automatically alerts me when there are signs of financial distress or insolvency. The system should continuously monitor company data, detect risk signals, and provide both real-time alerts and structured reporting. Core Objective: To proactively identify companies within selected industries that are: Experiencing financial decline (e.g. credit score drop) Entering insolvency processes (e.g. notice of intent to appoint administrators) Showing early warning signs of distress Key Functional Requirements: 1. Company Data Collection The platform must: Pull and maintain a live database of UK companies filtered by selected SIC codes Sources should include: Companies House API Commercial data providers such as Creditsafe, Experian, Dun & Bradstreet (or similar via API) 2. Data Monitoring (Automated & Ongoing) The system should periodically (daily or weekly) re-check and update the following: Credit score (via commercial providers) Filing timeliness (overdue accounts, confirmation statements, etc.) Insolvency indicators: Notice of Intent to Appoint Administrators Administration Liquidation CVAs Director changes: Appointments Resignations 3. Financial Data Enrichment (Important) Where available, the platform should also pull and display from latest filed accounts: Turnover / Revenue Balance sheet data (e.g. total assets, liabilities, net assets) This can be sourced from: Companies House filings (accounts data) Or via commercial data providers if more structured/standardised 4. Alert Triggers The platform must generate alerts when: A company’s credit score drops by 5% or more Include the exact percentage drop in the alert Any insolvency-related event is detected, including: Notice of Intent for Administration Administration Liquidation 5. Alert Delivery Alerts should be sent via: Email (minimum requirement) Ideally also: Slack / Microsoft Teams Web dashboard notifications 6. Reporting (Key Requirement) The system must automatically generate and send: Daily report Weekly report Monthly report Each report should be delivered as a spreadsheet (Excel or Google Sheets) and include: Columns to include (minimum): Company Name Company Number SIC Code Date of event/activity Type of event (e.g. credit score drop, insolvency notice, director change) Previous credit score New credit score % change in credit score Filing status (on time / overdue) Insolvency status Director changes (summary) Turnover (latest available) Key balance sheet figures (assets, liabilities, net position) Reports should clearly show date-stamped activity and allow filtering/sorting. 7. Dashboard / Interface (Preferred) A simple dashboard to: View and filter companies by SIC code Track alerts and risk levels View historical changes and trends Export data 8. AI / Intelligence Layer (Optional but Preferred) Identify early warning signals before insolvency Highlight patterns (e.g. repeated late filings + score decline) Rank companies by risk level or likelihood of distress Technical Requirements: Experience integrating APIs (Companies House + credit agencies) Ability to build automated data polling (scheduled jobs) Cloud-based database and infrastructure Alerting and reporting automation Scalable architecture Data Sources (Must Be Used): Companies House API (free, primary source) Commercial credit data providers such as: Creditsafe Experian Business Dun & Bradstreet Please advise on: Best provider(s) to use API access requirements Ongoing data/licensing costs Deliverables: Fully functioning monitoring and alert system Automated reporting (daily, weekly, monthly) Spreadsheet output format Documentation and user guidance Ability to adjust SIC codes and thresholds Optional ongoing support Nice to Have: CRM integration (e.g. Zoho) Webhooks for automation Customisable reporting Data visualisation Budget & Timeline: Open to proposals – please include: Estimated cost Timeline Recommended tech stack Relevant experience / similar projects
3D Shoebox création
As real estate investors, we require surgical precision for our architectural visualizations. We are looking for a rigorous 3D Modeler to transform our 2D floor plans into 3D Shoebox views (top-down 3D perspectives). The goal is to provide a crystal-clear, reliable vision of the volumes and layout for our investment projects and to give a more visual result to our clients Our Standard: We are not looking for pretty pictures or fluff; we need structural accuracy that reflects the real-world constraints of our projects. Your Mission: - Accuracy: Every wall thickness, structural element, and opening (windows/doors) must strictly match the 2D CAD/PDF plan. No artistic liberties taken with measurements. - Detailed Furnishing: Furniture and fixtures must be placed exactly according to the layout to validate the functional flow of the space. - Technical Integrity: If a load-bearing wall or a technical shaft is on the 2D, it must be reflected perfectly in the 3D. - Clean Shoebox Aesthetics: High-quality textures and lighting, but with a focus on realism, proportions, and structural clarity.