projects.

intentfile (opens in a new tab)

Tiny open format for agent task contracts, acceptance criteria, permissions, and proof-of-done. Ships a TypeScript parser, CLI, schemas, examples, Codex goal rendering, and proof verification.

AI & ML + Developer Tools + Protocol Design

more: Open GitHub (opens in a new tab) / Watch demo (opens in a new tab).

Cache Atlas (opens in a new tab)

Hugging Face research space exploring KV-cache memory, LLM serving notes, and caching behavior through code-backed demos.

AI & ML + Research + Developer Tools

OCT Copilot Lab (opens in a new tab)

Retinal OCT research demo using an existing classifier and Grad-CAM++ for scan classification, region highlighting, and structured draft reports.

AI & ML + Research + Medical AI

Mandate Protocol (opens in a new tab)

Draft Protocol

Agent-to-agent authorization protocol draft for delegated AI commerce. Defines signed mandates, bound tokens, service metadata, receipts, and optional public hash anchoring so agents can prove what they are allowed to do.

AI & ML + Research + Protocol Design + Agent Commerce

more: Read protocol draft (opens in a new tab) / Watch Manim demo (opens in a new tab).

Glance (opens in a new tab)

Structured screen-understanding SDK for AI apps. Reads the macOS accessibility tree to return roles, labels, values, and exact coordinates without sending full screenshots to a vision model.

AI & ML + Developer Tools + macOS

more: Open GitHub (opens in a new tab).

MiniCache PyTorch (opens in a new tab)

Clean-room PyTorch primitives for studying MiniCache-style KV-cache compression, with readable tensor operations, tests, runnable examples, and benchmark scripts.

AI & ML + Research + Developer Tools

Canvas MCP for Poke (opens in a new tab)

Canvas LMS MCP server that gives Poke read-only access to grades, deadlines, assignments, announcements, recently graded work, and week-ahead academic summaries.

AI & ML + Developer Tools + Education

Text to Manim (opens in a new tab)

Natural-language animation generator that streams code into a Manim workflow with a React editor, FastAPI backend, Gemini model selection, image upload, video preview, history, and MP4 export.

AI & ML + Web Development + Creative Tools

1000dates (opens in a new tab)

AI dating platform built in collaboration with Nas Daily. Creates personalized dating experiences through intelligent matching algorithms and AI-powered conversation starters.

AI & ML + Web Development

more: Open GitHub (opens in a new tab).

Nova Home Assistant (opens in a new tab)

Physical AI home assistant built on OpenClaw. Finalist at the Penn State Hackathon with a working hardware + software system for in-home assistance.

AI & ML + Hardware + Web Development

more: Open GitHub (opens in a new tab).

Briefly (opens in a new tab)

Service that tracks creators' social posts and updates, then generates a weekly newsletter so their audience can stay current on everything they are doing.

AI & ML + Web Development

more: Open GitHub (opens in a new tab).

Centralized Prediction Market API

Built a unified API aggregating and normalizing Polymarket, Kalshi, and Manifold data into one schema, plus an AI agent that spots arbitrage and market mispricing opportunities.

AI & ML + Data Engineering

MCP House Assistant (opens in a new tab)

Modular AI-powered assistant server that exposes market recap and weather tools as HTTP API endpoints using FastAPI. Features LLM orchestration, natural language interface, and tool routing for finance and weather queries.

AI & ML

AURA - Mental Health Chatbot

First Place - UWL Science Fair

Created an AI Chatbot for students offering advice and normalizing mental health help. Won First Place in the national science fair hosted by University of West London.

AI & ML

TrendFlip AI

AI tool using sentiment analysis on social media platforms and Reddit threads to identify trending collectible cards. Generated $4,000 in revenue through strategic buying and reselling.

AI & ML + Blockchain

RishBOT (opens in a new tab)

Privacy-focused AI assistant built with Next.js and Ollama. Features screen content recognition, math/physics problem solving, and essay writing using local and cloud-based LLMs.

AI & ML + Web Development

AI Code Debater (opens in a new tab)

Interactive code generation platform where two AI models (GPT-4o mini and Gemini 1.5 Flash) debate and refine code through multiple rounds, producing optimal solutions.

AI & ML

TOS Compliance Checker (opens in a new tab)

Modern web-based tool for comparing Terms of Service documents and checking compliance with clause-by-clause analysis.

AI & ML + Web Development

AI Hackathon Judge (opens in a new tab)

AI-powered tool to automatically grade hackathon submissions against a rubric using OpenAI's GPT-4o.

AI & ML

NittanyEats

AI-Powered meal planning app that scrapes Penn State's dining menu to create personalized meal plans based on dietary preferences.

AI & ML + Web Development

JobSync.co

AI job board that scrapes LinkedIn profiles and matches users with jobs, optimizing resumes and drafting cover letters.

AI & ML + Web Development

Hidaya Spirit Guide (opens in a new tab)

Spiritual guidance application providing personalized insights based on Islamic teachings with AI-powered content generation.

AI & ML + Web Development

Vynn AIO Content (opens in a new tab)

All-in-one content creation platform powered by AI that generates, optimizes, and manages digital content across multiple formats.

AI & ML + Web Development