Machine Learning Engineer

Dec 2022 - Present

Built and tuned CNN and Transformer architectures for complex pattern recognition tasks. Designed automated model evaluation and monitoring frameworks to ensure production readiness and prevent model drift. Mentored junior developers on best practices for Pythonic code, version control (Git), and reproducibility in ML experiments.

Senior Machine Learning Engineer

Feb 2022 - Present

Architected and deployed a production-grade Computer Vision system using PyTorch and OpenCV, improving accuracy by 15% through custom loss function optimization. Developed scalable data pipelines for processing multi-modal datasets, utilizing PySpark to handle multi-terabyte data flows.