A full end to end RAG platform that ingests unstructured content, builds vector indexes, and serves grounded answers through a FastAPI backend. Designed with production concerns in mind, including data modeling, performance, and deployment.
About
Building practical systems that are reliable, scalable, and easy to work with.
I am a software engineer with experience across backend and full stack development. I work mainly with Python, TypeScript, and modern web technologies, and I enjoy building clean APIs, data driven services, and production-ready systems.
Contact & Links
Skills & Stack
Recent Work
- Designed and implemented backend services with clear, maintainable APIs.
- Built a complete retrieval augmented generation system from ingestion to deployment.
- Worked across the stack, from database design to frontend integration.
- Deployed containerized applications using cloud infrastructure and CI pipelines.
Featured Projects
A free, nonprofit job board for people without experience looking to break into their first job or a new field. Shefa removes résumés and credential gatekeeping in favor of a human, message-based experience, letting candidates prove themselves directly to employers willing to hire on potential. Built with a strict, type-safe full stack and production concerns like geo search, freshness verification, and email notifications.