Bio:

Samaresh Kumar Singh is a Principal Software Engineer on HP’s Technology Innovation team, where he architects large-scale edge machine learning and distributed systems. He has delivered multi-million-dollar platforms including HP AI Studio and HP Z Boost and now leads core engineering for HP Hydra, which orchestrates real-time ML across heterogeneous GPU/NPU/CPU devices. His stack spans C++20/23, Go, Python, Kubernetes, Kafka/NATS, and OpenTelemetry/Prometheus/Grafana, with a focus on security (TLS/PKI), observability, and high availability. Previously, he served as Principal Staff Engineer at Johnson Controls, deploying industrial IoT solutions at scale. He speaks on Hybrid AI reliability—combining generative AI, predictive ML, and humans-in-the-loop—to move pilots into production with measurable business impact.