
Lead Developer
2 weeks ago
We're seeking a talented developer to help us build AI-powered tools at our non-profit organization. Our mission is to bridge the opportunity gap for underprivileged students through mentorship, guidance, and inspiration.
Our team is passionate about creating innovative solutions that make a real difference in people's lives. We're looking for someone with strong Python skills, hands-on experience with FastAPI, and knowledge of LangChain, LLMs, and Vector DBs.
Your Role- Design and develop cutting-edge AI tools using LangChain, FastAPI, and Vector DBs (Pinecone etc)
- Create Retrieval-Augmented Generation (RAG) pipelines with embeddings, chunking, and similarity search
- Develop smart workflows with persistent memory (Redis, in-memory caching, or custom layers)
- Build modular APIs that are async, fast, and production-ready
- Implement end-to-end features — from prompt engineering to deploying in Docker/CI/CD pipelines
- Strong Python skills, with hands-on experience with FastAPI (async endpoints, dependency injection, modular project structure)
- Knowledge of LangChain, LLMs, and Vector DBs (Pinecone, Chroma, Weaviate, or FAISS)
- Comfort with stateful/memory systems (Redis, Postgres JSONB, or custom context persistence)
- Familiarity with Docker and Git-based CI/CD workflows
- Understanding of Postgres schema design and migrations
- Ship fast with ownership — zero red tape, you'll push code that matters
- Build tools your team actually uses daily (internal dev-first AI stack)
- Work with people who care equally about great UX and great system design
- Learn production-grade AI engineering, not just toy projects
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