AI Platform
Trynexa
AI workforce platform that analyses a profile against real role requirements, identifies skill gaps, recommends a personalised development path, and surfaces matching candidates to employers through semantic search over a vector index.
How it works
- Skill-gap analysis that evaluates a profile and resume against the requirements of a target role.
- Personalised learning paths recommended from the gaps identified and the stated career goal.
- Semantic candidate search over a Pinecone vector index, so employers match on meaning rather than keywords.
- AI mock interviews and instant resume feedback to prepare candidates before they apply.
- Real-time messaging and notifications over WebSockets between candidates, mentors and recruiters.
- JWT auth with role-based access across job seeker, organisation and admin, containerised on AWS with CI/CD.
Stack
PythonFastAPIOpenAILangChainPineconeMySQLRedisAWSDocker
Role — AI & Backend Engineer
Building something like this?
I build AI-powered products that ship to production — RAG pipelines, agentic workflows and the full-stack systems around them.
Get in touch