Steffy Oommen

Background

About Steffy Oommen

I’m a Senior AI Engineer with over 10 years of experience building scalable, production-grade systems across AI, automation, and cloud-native development. I specialize in performance optimization, MLOps, and Responsible AI — combining engineering rigor with a strong commitment to ethical, efficient AI deployment. At Intel, I’ve led work on model benchmarking, quantization pipelines, and stream-based inference systems using OpenVINO and GStreamer. My contributions to the Metro AI Suite and LLM guardrail frameworks helped improve both model efficiency and trustworthiness at scale. I thrive at the intersection of systems thinking and responsible innovation — translating cutting-edge research into real-world solutions for edge devices, manufacturing, and video analytics. I’ve collaborated across global, cross-functional teams to deliver measurable outcomes and sustainable AI practices. Areas of Expertise • MLOps & Model Optimization (Quantization, Benchmarking, Distillation) • GStreamer & OpenVINO Integration • Sustainable AI / Green AI / Edge Inference • Production-Grade System Design & Deployment • Responsible AI (Bias Mitigation, Guardrails) • Cloud & Edge Architectures (Docker, Kubernetes) • Cross-Functional Collaboration & Project Leadership