Year archive
Projects active or publicly listed in this year, and published writing. Each entry identifies which date is shown.
Project
Verified active years: 2024, 2025, 2026
Multi-camera product recognition on YOLOv7/v9 with TensorRT — sub-200 ms responses at 15–20 FPS, hot-reload model serving, end-to-end CI/CD.
My role: AI / ML systems engineer
Project
Verified active years: 2025
A framework that transforms unstructured production logs into structured insight for root-cause analysis, combining fuzzy clustering, ReAct-based LangChain agents and locally hosted LLaMA models. Brought log investigation down from hours to seconds and streamlined over a thousand review cycles through SME automation.
My role: AI / ML systems engineer
Project
Verified active years: 2025
High-performance ML-serving APIs for real-time shelf mapping, built on Flask and Gunicorn and integrated with Azure Event Hubs and MongoDB. Engineered hot-reload capability so models update without downtime, plus monitoring, structured logging, automated scalability and fully containerised deployment.
My role: AI / ML systems engineer
3 items
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