Looking for a Freelance AI + Full-Stack Developer | LegalTech
I’m looking for a robust AI / Full-Stack Developer to work with me on building the MVP of an AI-powered global legal employment intelligence platform.
This is an AI-first product, not a traditional job board. The objective is to build an intelligent system that can discover, collect, process, understand, verify, organise and match legal employment opportunities with legal professionals.
What you will be working onAI-Powered Job Discovery & Intelligence
• AI-powered discovery of relevant legal job opportunities from permitted/public web sources
• Automated web/data discovery and ingestion workflows
• Extraction of job information from different sources and formats
• Structuring unstructured job information into standardised job records
• Legal vs. non-legal classification
• Practice-area classification
• Location, jurisdiction and experience/PQE classification
• Employment type and other job attribute extraction
• AI-generated original job summaries
• Duplicate detection across different sources
• Job freshness / expiry detection




• Missing or inconsistent data detection
• Confidence scoring and quality flags
• Tracking of job status and verification history

AI Search & Matching
• Semantic search across legal vacancies
• Natural-language job search
• Intelligent filtering and categorisation
• Candidate profile understanding
• CV/profile parsing
• Candidate-to-job matching
• Match scoring
• Explainable match/recommendation logic
• Personalised job recommendations
• Architecture for future intelligent alerts and career recommendations

AI + Human QA Workflow
The platform should be designed around an AI → Human QA → Publication workflow.
• AI discovers and processes potential vacancies
• Jobs are automatically sent to the QA system for review
• Human QA reviewers can manually verify the vacancy
• Approve / edit / reject workflow
• QA can correct AI-extracted information
• QA can verify job status, freshness a

📌 Full-Stack + AI Automation Developer — 3-Month Freelance Project (India)
🏢 Hope Agency
📍 India