Hi, I'm
Building software, exploring AI, and learning a little more every day.
Doctor, Lawyer, Engineer, Investment Banker... I couldn't find a passion. Hackathons did it: take an idea, ship it over a weekend, watch someone actually use it. That's still the part I chase.
I study Engineering at the 
University of Waterloo and work as a Machine Learning Engineer at 
WAT.ai. Outside of tech: gym, guitar, golf, hockey.See my hobbies
Accepted ×2 at
NeurIPS 2026
Nathan Nguyen, Nicholas Kim, Abhitha Vegi, Arko Samad, Suvajit Majumder
Second authorNewInML and Trustworthy AI for Good (AI4GOOD) workshops · Paris, France
Compares 15 inference-time safety harnesses across nine open-weight language models for CBRNE risks, finding that clear boundary clauses improve safety discrimination.
Read paperWAT.aiAdaptive-Compute Inference for Real-Time Text to Speech
Python · PyTorch · dots.tts
Sept 2026 — Present
Appli AIBuilding AI-powered matching and backend systems that deliver secure, near-real-time recommendations.
Python · TypeScript · Neo4j · Recommendation Systems · Vector Embeddings · Backend Development
June 2026 — Sept 2026
AlgoverseResearching AI safety and evaluation by testing different inference-time harnesses for open-weight LLMs in CBRNE domains.
Python · LLMs · AI Safety · RAG · Machine Learning · Research
June 2026 — Sept 2026
One2One TutoringFounded a referral-driven tutoring business that helped 18 students strengthen their mathematics skills.
Entrepreneurship · Teaching · Communication · Leadership · Mathematics
Sept 2024 — June 2026
A low-cost tabletop wet lab where two SO-101 arms and a load-cell scale precisely weigh, dose, and mix chemicals, with a MuJoCo digital twin verifying every move in simulation.
A master agent sabotages a web task as four browser agents compete to finish it, while spectators watch, place virtual YES or NO bets, and generate training data from their recoveries and failures.
1st Place, Battle of the Schools (UofT vs. Waterloo).
An AI-powered sensor arbitration system that detects conflicting spacecraft telemetry and selects the safest data source in real time.
Third Overall, Google DeepMind Hackathon.
A two-player table tennis game uses webcam pose tracking to turn each player’s hand into a virtual racket and synchronize the ball, score, and match state across laptops.
1st Place, General Catalyst Hackathon.
A spatial memory platform that turns ordinary walkthrough videos into photorealistic 3D places you can revisit, organize, and share.
A Solana-based identity layer that gives AI agents verifiable, revocable permissions.
Winner of Best Use of Solana, JamHacks
A shared wedding-planning workspace: couples Tinder-swipe through vendor options together and a built-in CRM tracks every quote from lead to booked.
First Place, Cursor Toronto Hackathon. $3,500 in prize credits.
