From AI-powered financial due diligence to campus networking — each venture solves a real problem with production-grade engineering.
Awards and competition results
CheeseHacks 2026
MadData 2026
CursorHacks 2026
Currently building — started 2025, ongoing
Transaction Analysis Machine — AI Financial Due Diligence Platform
Demo Video
TAM — Full Product Demo
TAM automates the grueling, highly manual process of Financial Due Diligence (FDD), transforming weeks of "grunt work" into seconds of automated insight. Built for Private Equity analysts and M&A professionals.
System Architecture
Agentic Extraction Workflow
Tech Stack
frontend
backend
ai
reports
Student Startup Co-Founder Matching · iOS Native
Designed and developed the MVP using Swift, implementing custom UI for swipe-based matching and networking. Leading a cross-functional team of six (design, development, marketing) to launch across campus. Authored business plan including market sizing, financial projections, and GTM strategy for seed-stage investments. Latest version (v2.1.0) features Google Drive resume uploads and brand new landing page.
6
Team Members
v2.1.0
Latest Version
4.8 ⭐
App Store Rating
App Store Reviews
"Cofounder"
"Found my co-founder on this app in my uni… we were the perfect connection and we are now in the product development stage!"
— Vashishth S · Nov 2025
"Love the App"
"Simple, easy, and straightforward way to connect with talent entrepreneurs!"
— CTC-WI · Oct 2025
"Useful"
"Helped me find a co founder for my comp sci project"
— MysteryCoder456 · Oct 2025
Shipped under pressure — all built in 2026
AI Patient Follow-Up Agent
Won the Google Award at CheeseHacks 2026. AI-powered healthcare assistant that calls patients post-consultation via Twilio WebSocket streaming, Google STT/TTS, and Gemini 2.5 Flash. Uses Pinecone RAG for consultation context and Cloud Scheduler for automated follow-ups. High-urgency triage triggers SMS alerts to doctors.
CheeseHacks 2026
Event
Real-Time Earnings Call Deception Detection
Built at CursorHacks 2026. Analyzes earnings call transcripts using Claude AI with forced tool use and an 11-signal deception taxonomy (hedging, deflection, overclaiming, etc.). Cross-references against SEC filings via ChromaDB vector search. Tracks per-speaker credibility scores and pulls live market data via Finnhub.
CursorHacks 2026
Event
Voice-Based Anonymous Dorm Connection App
Built at ClaudeHacks 2026. Voice-based anonymous neighbor connection app scoped for UW-Madison dorms. Features KNN (k=3) matching algorithm from scratch, Claude API for profile analysis and meetup suggestions, Web Audio waveform visualization, and 15-second voice notes. Deployed to Vercel.
ClaudeHacks 2026
Event
Completed work and earlier ventures
Student Storage Marketplace
Led branding, platform design, and customer outreach strategies. Generated $10,000 in revenue within the first 2 weeks. Performed regression analysis to optimize pricing strategy and built forecasting model using Python.
$10K in 2 weeks
Revenue
Autonomous Trading System
Building automated AI-agent-driven infrastructure with strategy execution, portfolio rebalancing, and risk controls. $100K+ portfolio using n8n, Python trading engine, and ML models.
$100K+
Portfolio
Algorithmic Trading Engine + LLM
Full-stack platform integrating PAMR (Passive Aggressive Mean Reversion) algorithm with LLM-based market commentary. Next.js frontend, PostgreSQL, Python engine, Marketstack API.
Core competencies developed through experience and execution
Languages
Frameworks
Tools
Specializations
Always open to discussing new ventures, technical challenges, or investment opportunities.
Get in Touch