Staff Machine Learning Engineer with proven expertise in AI and technical leadership. Specializing in CLIP model distillation, Matryoshka representation learning (MRL), and LLM fine-tuning for edge computing applications. Currently leading an 8-member team with 4 direct reportees at Netradyne, developing cutting-edge solutions in AI/ML. Inventor with multiple patents in driver assistance, collision detection, and safety systems. Passionate about leveraging technology to solve real-world problems and drive impactful change.
SigCLIP Model Distillation for Edge Devices
Matryoshka Representation Learning (MRL)
LLM Fine-tuning with RAG
PyTorch, ONNX, Scikit-learn
Technical Leadership & Team Management
Multiple Patents in AI Safety Systems
AWS, Spark, Mixpanel
Advanced Analytics & Data Mining
Edge Computing & Distributed Systems
Project Management & Scrum Master
End-to-End ML Solution Development