Machine Learning Researcher

General Motors · Internship

NSF I-Corps Program

National Science Foundation (NSF) · Part-time

• —Participated in NSF-funded innovation and entrepreneurship training.
• —Entrepreneurial lead for commercializing our edge-device product: customer discovery, market validation and business model development.

Research Assistant

University of Kentucky College of Engineering · Full-time

• —Collaborated with General Motors (GM) to develop machine learning models for in-line anomaly detection in GM's battery welding.
• —Investigated large-scale ML models for in-line smart manufacturing applications.

Research Assistant

University of Kentucky College of Engineering · Part-time

• —Developed a low-cost system for data sampling and transmission via MQTT, integrating a sensor, development board and PC terminal.
• —Built an edge device capable of neural-network inference and model updates for time-series data.