LifeCheck AI — Real-Time Environmental Intelligence Platform
A full-stack system that evaluates environmental safety in real time using AI, machine learning, and distributed state systems.
Focus: System Design | Real-Time Systems | AI Integration | Reliability
Key Engineering Highlights
- Built FastAPI backend handling real-time environmental aggregation (AQI, weather, UV, pollen)
- Designed ML pipeline for water quality prediction with confidence scoring and BIS compliance analysis
- Implemented streaming AI assistant with guardrails (Gemini + Grok fallback architecture)