Professional Overview
I develop computer-vision and ML systems for difficult camera conditions, constrained hardware and real operational use. My work connects model research, data development and production engineering—from persistent multi-camera identity and long-range perception to thermal intelligence, biometrics and multimodal automation.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.