Deepak Manjunath Email & Phone Number

Bengaluru, Karnataka, India

• Real-Time Recommendation System
• Developed a recommendation platform using FastApi, delivering real-time recommendations with response time under 500ms. Scaled the platform efficiently using Docker and EC2 services.
• Designed and implemented robust ETL pipelines with AWS Glue for seamless data ingestion into S3 Data Lake.
• Developed and automated end-to-end ML pipelines for feature engineering, model training, logging and deployment leveraging Airflow, Docker, and MLflow.
• Developed a real-time feature store utilizing website streaming data and Redis as a vectordatabase to support real-time inference.
• Engineered product recommendation models using Deep Learning, NLP resulting in a 10%increase in website engagement.

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Enhanced and developed complex stored procedures on SQL Server, aligning with precise business rules to meet client requirements.