Company: Case Western Reserve University, Aropha Inc.
Bio: A PhD in Environ. Eng., specializing in ML (Python), robotics (C/C++), and full-stack web development (HTML, PHP, JS, SQL, and Python). Founder of Aropha Inc.
A machine learning model for the aerobic biodegradation prediction (classification) based on XGBoost as the major ML algorithm and MACCS fingerprint as the chemical representation.
A machine learning model for the aerobic biodegradation prediction (regression) based on XGBoost as the major ML algorithm and MACCS fingerprint as the chemical representation.