Badal Master

About Badal Master

Results-driven Machine Learning Engineer with 8 years of experience developing…

Experience

1. Machine Learning Engineer

   Prostartmea

   Aug 2020 — Present · Gandhidham, IN

   Developed and deployed machine learning models for customer churn prediction,increasing retention by 15% using ensemble techniques (Random Forest, XGBoost). Spearheaded the migration of existing models to AWS SageMaker, improving scalabilityand reducing inference time by 40%. Implemented a real-time recommendation engine that improved product upselling by25% through collaborative filtering and matrix factorization. Optimized NLP models for sentiment analysis using transformers (BERT), reducingmodel inference time by 30%. Collaborated with data engineering teams to automate ETL pipelines for datapreprocessing and feature engineering using Apache Spark and Airflow. Set up CI/CD pipelines for ML models using Jenkins, Docker, and Kubernetes, ensuringseamless deployment and monitoring in production environments.

Education

• Veer Narmad South Gujarat University, Surat

  B.E. IT, Information Technology