Max Pierson
AI/ML engineer building decision systems for hard, regulated domains.
M.S. Engineering Science (Artificial Intelligence), University at Buffalo — May 2026. Background in mechanical engineering and telecom infrastructure.
Resume
Max Pierson — resume
Projects
TIDE-HF →
2026
Trajectory Integrated Decision Engine for Heart Failure. Multi-label LightGBM classifier over 108 engineered vital/ECG features (macro AUROC 0.98) coupled to a guideline-driven rule engine for GDMT dose titration. FastAPI + Streamlit + React.
Multimodal Movie Genre Classification →
2025
Image and text-based classifier using movie posters and overviews. Coursework site for EAS510 (Basics of AI), University at Buffalo. Project artifacts, write-ups, and the group final report.