projects.

Vrishn (opens in a new tab)

Keyboard-first quick tab switcher for Chromium browsers. Ships MRU tab cycling, fuzzy title and URL search, release-to-switch behavior, configurable popup controls, and a static product site at vrishn.com.

Developer Tools + Web Development

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

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).

mdbar (opens in a new tab)

Fast macOS menu bar markdown notebook built around plain files on disk. Supports daily notes, nested note folders, a live rendered editor, dark mode, and a global Cmd+Shift+M launcher.

Developer Tools + macOS + Writing Tools

more: Open GitHub (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

PDFSpacer (opens in a new tab)

A free tool to insert blank space anywhere in a PDF for answers, notes, or annotations. Used by 1,200+ students monthly and growing. Preserves original text quality with smart reflow and multiple spacer styles.

Web Development + Developer 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).

Building Tools for Developers (opens in a new tab)

Built and shipped Cursor Prompt Enhancer v2 and YAP Cursor Extension on Open VSX, reaching 5K+ total downloads and informing new developer automation prototypes.

Web Development + Developer Tools

more: Open YAP Cursor Extension (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

Royale Recap (opens in a new tab)

Year-in-review generator for Clash Royale players that fetches official battle logs, computes wrapped-style highlights, and renders a shareable poster via Puppeteer and the Clash Royale API.

Web Development + Data Visualization

Cursor Prompt Enhancer (opens in a new tab)

VS Code extension that enhances AI prompts in Cursor IDE with intelligent context injection and optimization. Achieved 300+ downloads within 24 hours of launch.

Web Development + Developer Tools

LinkScope

Community-driven links dashboard where you can store your links, todos, and resources in one organized place. Built with modern web technologies with 12+ contributors.

Web Development

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

EcoPoints

Platform for schools to encourage recycling by gamifying the process with automatic progress tracking and rewards.

Web Development

Solana Marketplace

Decentralized marketplace on Solana blockchain that facilitated over $1000 of transactions during internship at Mashreq Bank.

Blockchain + 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