Hyeonwoo Lee

Ai Research Engineer @Philips

Cambridge, MA, US

Delivering advanced AI (detection, segmentation, classification, guidance) applications for Philips ultrasound systems, improving real-time imaging and analysis with efficient on-device inference- Developed a large language model (LLM) pipeline for RAG and fine-tuning to standardize unstructured ECG free-text, leveraging vLLM and TensorRT-LLM for faster, optimized inference- FDA regulatory support for 510K and De Novo submission.

Cornell University

Master of Engineering, Biomedical/Medical Engineering

University of Rochester

Bachelor of Science , Biomedical Engineering