Hey, I'm Hrishi — a junior at Tulane University double-majoring in Computer Science and Mathematics (minors in AI and Business, 3.95 GPA) on a full-tuition South Asian Scholar merit award, based in New Orleans. I like building intelligent systems end to end: from the math underneath to the deployed product on top. Pre-dive check complete.

🔎 Recruiting for Summer 2027 SWE and AI/ML internships.

• 🛠️ Louisa AI — Software Engineer Intern, Embedded AI team · relationship-intelligence platform spun out of Goldman Sachs. Building production person-enrichment pipelines: open-web fallback enrichment, confidence-gated LLM identity judging, and trust-tier field reconciliation.
• 🗳️ Tulane Data & AI Collective (TUDAI) — Research Assistant · co-authored a paper accepted at AAMAS 2026 on optimal positional scoring rules in computational social choice. Currently exploring social-choice methods for retrieval in multi-agent RAG.
• 🧑‍🏫 Tulane Computer Science — Teaching Assistant, CMPS 3160 (Data Science) & CMPS 1500 (Intro CS) · weekly labs and office hours for 50+ students.
• 🤖 Niyogin AI — AI Intern · designed and deployed an NLP pipeline for automated document digitization at 97% precision.
• 📊 ITI Growth Opportunities — Intern · researched and presented GenAI applications across industries.

Where the activity is. Six builds I keep coming back to:

RAG system over 1,000+ FIA regulation and steward-decision PDFs that explains Formula 1 incidents with rule-grounded citations.

• GenAI Ops experiments on chunking, embeddings, and context size lifted citation coverage 60% → 93%
• Python · Gradio · LLM APIs · RAG

Dixon-Coles bivariate Poisson model fit via MLE on 15,494 international matches, priced by an LMSR automated market maker over 100K Monte Carlo tournament simulations.

• 0.572 Brier score vs. 0.613 Elo baseline on a walk-forward Euro 2024 backtest
• Python · SciPy · FastAPI · Next.js · DigitalOcean · Vercel

Research framework and Python package for computing optimal positional scoring rules using simulated annealing, gradient descent, and MIP across four social welfare functions.

• Co-authored with Ben Armstrong and Nicholas Mattei · Live demo
• Python · Django · MIP

Async prediction-market arbitrage scanner across Kalshi and Polymarket with fuzzy event matching (Jaccard + Levenshtein, >95% accuracy) and fee-adjusted EV execution in under 2s end to end.

• Python · AsyncIO · SQLite · Docker

Full-stack web app that identifies fish species from images — Flask REST backend integrating Fishial + Groq AI, JWT/bcrypt auth, split deployment on Vercel and Render.

• Python · Flask · Next.js · TypeScript · SQLite

F1 telemetry fingerprint tool visualizing throttle behavior across circuits using 360° resampled OpenF1 data.

• Python · OpenF1 API

• 📄 Co-authored paper accepted at AAMAS 2026 (Conference on Autonomous Agents and Multiagent Systems) on optimal positional scoring rules — with Ben Armstrong and Nicholas Mattei
• 📦 Shipped the research as a PyPI package: optimal-voting · live demo
• 🧪 Current direction: social-choice methods for retrieval in multi-agent RAG
• 🎓 Dean's List every semester · full-tuition South Asian Scholar (~$67K/yr) · Corporate Sponsorship Chair, Alpha Kappa Psi

Instrumentation on board:

Languages — Python · Java · C/C++ · JavaScript · TypeScript · SQL · R · Assembly · Bash AI/ML — PyTorch · RAG · LLM Agents · NLP (SpaCy) · Prompt Engineering · Fine-Tuning · MLOps · Evals Full Stack & Infra — React · Next.js · Flask · Django · FastAPI · AWS (S3, Glue, Athena) · Docker · Git · SQLite

Older builds, still worth the swim-through:

• 🧭 Wikipedia Race — bidirectional BFS pathfinding game across Wikipedia
• 🐋 Ocean Jukebox — 131 NOAA hydrophone recordings, browsable by ear
• 🌊 ReefGuardian — serverless AWS pipeline over NOAA sea-surface temperatures, flagging coral-bleaching hotspots
• 🎸 GigPilot — multi-agent live-music booking marketplace

Live telemetry from the bottom. The two instrument readouts regenerate every night from my actual GitHub activity:

⬇️ descend further — full telemetry

Three minutes before surfacing. Off the keyboard I'm a PADI Master Scuba Diver and underwater videographer — 80 dives logged, with Komodo, Indonesia as my favorite site — and I think a lot about where intelligent systems and ocean conservation can meet. Also: Formula 1 weekends, a long-running Wordle streak, and the occasional ruthless Monopoly tournament.

_{— surfacing · thanks for diving along 🫧 · say hi —}