Work Samples
Research and engineering projects from CMU, IBM, and personal exploration.
Gradiator
AI Assignment Grader
LLM-powered batch grading pipeline — instructors upload student submissions, get AI-generated reviews and grades, and iteratively fine-tune the model from verified data.
Crypto-Anchor
Capacitive Chip Authentication
Hardware + cloud system that authenticates microchips using unique capacitance signals — Arduino reader, Android app, IBM Cloudant, and a Python ML pipeline.
Mirra AI
AI Fitness Avatar Video Generator
Full-stack fitness web app where users build a personalized avatar, select exercises from a categorized library, and generate AI workout demonstration videos — backed by a credit economy with a full transaction ledger, Supabase Auth, and an achievement system that rewards milestones with credits.
Banana Lab
AI Image Prompt Gallery
Full-stack community platform for discovering and sharing AI-generated image prompts for Google Gemini — with role-based access control, Supabase Auth, PostgreSQL Row Level Security, and a server-side Gemini image generation API. Architected to support up to 100K monthly active users.