Propensity Model for Top-3 Consultancy Company

Developed a B2B machine learning project, complete with an automation pipeline, to cater to diverse internal teams within the organization. Delivered a versatile API serving multiple stakeholders.

Developed and scaled up the machine learning solution which was utilizing ALS algorithm along with CatBoost on the data service we developed.

Developed the data pipeline using Apache Airflow on Snowflake along with all stitching tasks to combine data from distinct sources.

Orchestrated the automation of training, deployment, and model scoring processes in a containerized cloud environment, streamlining operations for increased efficiency.