Machine Learning Engineer at Lightspeed (portfolio)

### Responsibilities Own AI Infrastructure Architecture: Design and implement asynchronous multi-agent orchestration. Own end-to-end latency from user message to AI response. Build resilient inference pipelines that gracefully degrade under load. Implement intelligent request routing and load balancing for AI workloads. Migrate critical AI conversation flow from monolith to dedicated services. Implement WebSocket/streaming infrastructure for real-time chat. Design circuit breakers and fallback strategies for AI model failures. Build comprehensive observability for AI system performance…