AI Robotics Engineer

Built and shipped agent systems in production with orchestration, tool use, state management and human-in-the-loop workflows Worked with physical-world data at scale (RTSP video, time-series telemetry, vibration, thermal, PLC / OPC-UA) under real constraints (noise, drift, latency, alignment) Built multimodal AI pipelines combining vision (detection, segmentation, action recognition) with structured operational data Designed or contributed to ontology, knowledge graph or structured context systems grounded in real asset hierarchies and processes Integrated AI systems with ERP, CMMS, WMS, historians or PLC layers and handled normalization and schema mapping Shipped end-to-end systems from ingestion and model serving through backend services (Python, TypeScript) to frontend interfaces