HackMITEducation Track
Notices the moment a lecture loses you and catches you back up: live sessions, catch-up summaries, gap notes and adaptive review. I built the React frontend.
OpenAI/OpenRouter models re-explain each moment you missed, a different way each time, from a live Deepgram transcript
a NeuroSky MindWave EEG headset spots focus dips, plus an Arduino "catch me up" button
ReactViteFastAPIEEG headsetArduino
Independent project
A cross-platform study app with local persistence, screenshot and PDF ingestion, LaTeX rendering, provider-agnostic AI OCR, and an exam-aware version of the SM-2 review algorithm.
provider-agnostic AI OCR turns screenshots and PDFs into study cards
TauriRustReactTypeScript
NexHacks1st Place DevTools3rd Place Token CompanyBest Use of Gemini API
A VS Code extension that extracts repository structure, maps file dependencies, summarizes code at multiple levels, and flags security risks. Tested on repositories as large as MongoDB.
Gemini and parallel agents summarize code and flag security risks, with bear-1 token compression
TypeScriptReact FlowD3.jsAST parsingGeminibear-1
SDx at UC San Diego AI Agent HackathonMost Creative Project
A learning app that pairs Claude Haiku dialogue with ElevenLabs character voices, so you explore topics by talking with a character.
Claude Haiku writes each character's dialogue and ElevenLabs gives it a voice
Claude HaikuElevenLabs
Sushi Hackathon at Stanford3rd Place
An FSR-402 pressure-sensing brace with Bluetooth telemetry, live carpal-tunnel risk scores, alerts, historical trends, and a fishing dashboard built around more than 50,000 geospatial data points.
a Random Forest predicts carpal tunnel risk, and a RAG agent gives market insights
an Arduino wrist brace with FSR-402 pressure sensors, streaming over Bluetooth
ArduinoPythonBluetoothRandom ForestRAG
Berkeley AI Hackathon
An access-control dashboard that searches public records from signup data, produces an explained risk score, and alerts administrators when a user crosses a configurable threshold.
Claude scores risk from Gemini summaries of public-record searches
React NativeSupabaseClaudeGeminiGoogle Search
ACM x Intel Hackathon1st Place
An interactive graph that connects uploaded academic work, explains relationships between papers, and lets researchers query their literature with grounded citations.
a RAG agent answers questions over your papers and cites the passages
React NativeTypeScriptD3.jsRAGSupabase
UCSD DiamondHacksMLH Best Use of Auth0
A pill-identification app that combines image descriptions with FDA data, saves medication details, and surfaces drug and food interaction warnings.
Gemini Flash 2.0, fine-tuned with Vertex AI, identifies pills from photos
GeminiVertex AIFDA APICloud RunVercel
ACM Innovate 4 SDSUMost Technical Project
A campus-event and peer-recommendation prototype with an interactive frontend and preference matching, demonstrated with mock user profiles.
React
Independent research
A Raspberry Pi head-worn navigation system with real-time audio feedback. Its object detector reached 87.34% mAP while reducing hardware cost by about 90% against commercial alternatives.
YOLOv4-tiny detects obstacles in real time (87.34% mAP)
a head-worn Raspberry Pi camera with audio feedback, about 90% cheaper than commercial aids
PythonOpenCVYOLOv4-tinyRaspberry Pi