
KnowYourUni
Student analytics platform providing ML-derived insights into student performance.
# Projects built under hackathon constraints, shaped by short timelines, team decisions, and demo-day feedback.

Student analytics platform providing ML-derived insights into student performance.

LLM-driven platform that generates quizes and tests from user-provided material, winning 2nd best overall and best educational hack at HackUMBC 2024.

AI-powered triage system for healthcare, winning 1st place at Rutgers HealthHack 2025. Currently working with Rutgers on a completer program to bring to production.

Voice-first AI learning platform that turns uploaded material or any topic into a personalized roadmap with guided lessons, practice, assessments, and progress tracking.

Food waste reduction platform that uses AI to predict spoilage and optimize inventory management for households.
Data driven budgeting app that turns your financial data into clear insights and actionable plans.
# Cut scope hard: one demable loop, editable LLM outputs, and a stack the team already knows. Post-hackathon work is where auth, data quality, and deployment catch up.