Taboo Party
A real-time multiplayer word game, built for the browser and Discord. 52,000+ visits and 800+ registered players.
Next.jsTypeScriptReactSocket.IO
Ansh Raj Suryavanshi
Software engineer, General MotorsI take machine learning out of the notebook.
Right now that means computer vision on GM’s plant floor. Before that, gesture controls and an on-device LLM for Hyundai cars. On the side, a party game 800+ people signed up to play.
General Motors · now
72 cameras watching 38 conveyor linesReal-time vision on the plant floor, plus the pipeline that cut camera setup from weeks to days.Day-to-day stack
- Python
- TypeScript
- React
- Next.js
- PyTorch
- LangChain
- OpenCV
- Socket.IO
- Vulkan
- Docker
Selected projects
Things I’ve shipped.
A word game with 800+ players, reasoning research
for in-car AI, and a hackathon-winning gift card.
In-Cabin AI Comfort System
Scalable local LLM-based reasoning system for real-time in-cabin comfort prediction and entertainment suggestions using multi-modal sensor data.
PythonOllamaRAGVector Databases
Industry research
72
AI cameras
Deployment across 38 conveyors at GM
35%
Lower inference latency
Agentic RAG for in-vehicle edge AI
52K+
Taboo Party visits
800+ registered players
2
Hackathon wins
Hack Dearborn, 2023 & 2025
Recently
What I’ve been up to.
Software Engineer at General Motors
Deploying 72 AI cameras across 38 conveyors and accelerating camera onboarding across 7 plants.
Launched Taboo Party
Real-time multiplayer in the browser and Discord. 52,000+ visits and 800+ registered users.
Won Hack Dearborn 2025 with Givvy
AES-encrypted NFC e-ink gift cards with web and point-of-sale apps.
Completed AI/ML Engineering Co-op at Hyundai Mobis
Worked on LLMs, computer vision, and deployable automotive AI systems
Undergraduate Co-op Thesis - LLM based In-Cabin Comfort System
Thesis work on LLM-based in-cabin comfort prediction and agentic RAG techniques in collaboration with Hyundai Mobis
Gigs for Pi - Featured on Pi Network GitHub
Gigs for Pi platform achieved 20,000+ likes and was featured on the official Pi Network GitHub
Winner - Hack Dearborn 2023 (Automotive Track & ZF Challenge)
Automotive Track Winner for developing an ML-powered in-cabin entertainment and recommendation system