garage

The AI driving sim,crafted for screens.

· · ·
Open Garage, then press Start Engine
Play Garage →

Built like a product

A real-time 3D driving game wrapped in an AI backend: agent, retrieval, vision and a hardened container.

Agentic AI coach

A planner picks tools (RAG search, run analyser, vision scan), runs them and returns the answer with a visible step trace. An AI Director then tunes traffic for your next run.

Hybrid RAG

TF-IDF retrieval over a driving-rules knowledge base, with cited sources in every answer.

CNN-style vision

Upload a road photo: Sobel convolutions, ReLU and pooling estimate scene complexity. Heuristic kernels, not a trained model.

Garage progression

Earn coins, then upgrade engine, tyres, nitro cell and fuel tank. Bloom, chromatic aberration, gamepad support and snapshot capture included.

Security & limits

  • CSP, HSTS, nosniff, frame deny
  • 60 req/min per IP, 2 MB uploads
  • Strict input validation
  • Non-root, read-only Docker

Ask the Garage coach

Runs on the FastAPI backend. On static hosts (Vercel, Netlify) it falls back to a built-in offline answer.

Live from the real world

Garage reads real weather and a real leaderboard. Everything here uses free APIs.

Conditions near you

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Leaderboard

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Backend status

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Free APIs used

  • Open-Meteo: weather, no key
  • ipwho.is: city lookup, no key
  • NHTSA vPIC: real car models, no key
  • Groq: optional LLM coach, free key kept server-side

Built by Nikhil Chary Sriramoju

Final-year B.Tech CSE student shipping AI products end to end: games, agents, RAG, vision and deployment.

Education

B.Tech, Computer Science & Engineering
Vaagdevi College of Engineering · 2023–2027

Experience

Machine Learning Engineer Intern, Yuva Intern (NSDC) · Aug–Sep 2026
Data Analytics Intern, Thiranex · Jul–Aug 2026

Certifications

NASSCOM · AI-Data Engineering & Cloud Infra AnalystIBM SkillsBuild · AI FundamentalsReliance Foundation · AI/ML Engineer

Stack

Three.jsFastAPILangGraphRAGCNNDockerVercel · Render · Netlify