Matt G

I submitted an AI-powered study tool called Study Assistant built with Python, ChromaDB, and Ollama. Ingests your own notes — Markdown files, PDFs, and images — and uses a local RAG pipeline so you can query them conversationally. CLI and Streamlit Web UI.

Started: 2026

Built and submitted a hardware watch using Arduino — my first embedded systems project. Learned C/C++, RTC modules, and physical wiring from scratch for this competition.

Status: Submitted — 2026

Built a 4-agent CrewAI pipeline that ingests user data, analyses it through specialised agents, and returns a structured result with a quality rating. Frontend on Vercel, backend on HuggingFace.

Submitted: 2026

Built Villages — an AI-powered community learning platform where students and adult learners form small study cohorts ("Villages") with AI-driven matching, discussion forums, study challenges, and a full Study Hub with Socratic tutoring and college prep.

Submitted: 2026

Built Calendar AI Assistant with teammate Mackenzie — a 4-agent CrewAI pipeline that connects to your Google Calendar and Gmail via OAuth and lets you manage your schedule in plain English. Add events, query your week, build a time-block plan, and turn emails into todos from a single prompt.

Submitted: 2026