Machine Learning Engineer · LLM & Deep Learning Specialist
End-to-end AI systems: research → build → deploy → iterate
I build production AI across LLMs, computer vision, and retrieval—shipping reliable systems with strong MLOps/DevOps habits (cost-aware infra, CI/CD, monitoring, and iteration).
- Computer vision → image segmentation → structured scene understanding with LLM reasoning
- Entity normalization & semantic matching using hybrid retrieval (lexical + embeddings)
- Automated LLM evaluation, red-teaming, and reliability testing workflows
- Robotics + LLM decision loops for 3D packing and spatial planning



