Maintenance-Eye

Overview Maintenance-Eye is a real-time AI copilot for physical infrastructure maintenance. Built for the Google Gemini Live Agent Challenge 2026, it lets a technician point a phone camera at equipment, ask by voice, review asset context, and confirm work-order actions through a camera-and-voice inspection flow. Links GitHub Repository Devpost Demo Video Status Maintenance-Eye is a public portfolio case study backed by the Devpost demo, repository, architecture diagram, infrastructure files, API routes, and tests. ...

Mar 1, 2026 · 3 min · Avishek Saha

GovIntel

Overview GovIntel is a local-first federal procurement intelligence system. It imports public USAspending contract awards, stores them in PostgreSQL, builds a Chroma-backed retrieval index, and generates citation-grounded market briefs through a FastAPI API and Streamlit UI. I built GovIntel as a reviewable RAG application with ingestion, indexing, retrieval, analytics, generation, citation checks, Dockerized local setup, CI, tests, and a walkthrough. Links GitHub Repository UI Walkthrough Status GovIntel provides a reviewable end-to-end path: seed contract data, build the retrieval index, run the FastAPI service, open the Streamlit UI, ask a procurement question, and inspect cited award evidence. ...

Apr 1, 2026 · 3 min · Avishek Saha