I build advanced query systems &
LLM pipelines that ship to production—fast.

Cross-platform assistant for sales and support teams that listens to live conversations, transcribes them in real time, and surfaces context-aware suggestions while the call is still happening.

• • Azure Speech powers continuous speech recognition with live transcript updates.
• • MAUI client and backend suggestion service support objection handling and next best action guidance.

Electron desktop app that records browser actions and desktop video, then turns sessions into step-by-step tutorials with screenshots and replayable automation.

• • Captures clicks, typing, navigation steps, and tutorial screenshots during a session.
• • Exports flows as Playwright scripts and stores tutorials in PostgreSQL.

Clinical note processing workflow that transforms unstructured documents into structured summaries and supports chat-based review inside a Streamlit UI.

• • Combines upload, summarization, and question-answer review in one interface.
• • Service layer covers file processing, vector storage, and follow-up chat interactions.

Workflow for generating consistent medical appeal letters from clinical documents and images with a human-review step before submission.

• • Combines medical document understanding with structured output generation.
• • Designed to reduce repetitive drafting work while preserving review control.

Text-to-speech avatar system that synchronizes Azure Neural TTS visemes with a web-based 3D face for more natural AI interactions.

• • FastAPI backend returns audio plus blendshape keyframes.
• • React and Three.js frontend animates a fallback or custom GLB avatar.

Browser extension that cleans up any webpage and lets users ask quick AI questions against the extracted content.

• • Built as a Plasmo extension with an injected floating reader UI.
• • Designed for fast, low-friction reading and question answering on the open web.