Currently doing a bespoke project on:

• Generating Customer Success Manager check-in emails for churn risk triggers, using Large Language Models.

General Roles:

• Develop end-to-end machine learning applications, from raw data, to modeling, to model API and deployment.
• Mentor junior interns from the AUC.

Projects & Products:

• Imbalanced classification of water damage claims.
• Market segmentation with emphasis on segment explainability.
• Developed models for the MLP Score, moving MLPrograms towards becoming a product company.
• Tooling for generating ML model APIs with FastAPI.
• Research in adopting column-oriented databases.

Responsibilities Included:

• Refined ML pipeline for managing advertisement costs with web traffic/booking forecasting.
• R&D in unsupervised learning & recommender systems.