I build voice agents that listen, retrieval that cites, and backends that hold.

OKFBench Chat

Ask one question three ways — linked concept pages (Open Knowledge Format), BM25 keyword search, or a hybrid — and inspect the cited answer, sources, timing, and token use.

My part: solo build — retrieval, FastAPI backend, front end, tests, deploy.

Python · FastAPI · BM25 · PostgreSQL

AI Interview Platform & ATS

An AI-led hiring pipeline: résumé and JD parsing, a real-time voice interview agent, and structured reports that shorten a recruiter’s review.

My part: R&D on the real-time interview agent — conversation quality, per-turn latency instrumentation (median ~7s → ~3s), and session reliability.

Python · FastAPI · WebRTC · STT/TTS · LLMs

Utility

A private productivity workspace — tasks, calendar, notes, an encrypted wallet, a Gemini-matched job feed, and an AI assistant that only changes data with approval.

One Rust WebAssembly component serves backend and frontend; GitHub Actions ships the web build and a signed Android APK.

Rust · WebAssembly · Fermyon Spin · SQLite · React · Tauri 2

Malayalam Phone Reception Agent

A receptionist on a real phone number that spoke only Malayalam, took messages, and stored every transcript through FastAPI and PostgreSQL — the starting point of my assistant.

LiveKit SIP · Gemini Live · FastAPI · PostgreSQL

Warehouse Management — Masters module

The ASP.NET Core backend for the Masters module of an enterprise WMS during a legacy-to-modern migration, plus workflow diagrams for the whole system.

ASP.NET Core · C# · SQL Server

Infant Guard

A newborn-care web app prototype with role-based dashboards, vaccination scheduling, alerts, and doctor-approved nutrition plans. Never used with real patients.

Python · Flask · PostgreSQL