Deepak Manjunath Email & Phone Number

Bengaluru, Ka, In

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.● Conducted thorough analysis of model performance reports to drive improvements through A/B testing.Batch Recommendation System for Email Campaigns ● Developed a scalable model scoring platform for automated deployment and scoring of email campaigns.● Created multiple Deep Learning multilabel classifier models using Keras, significantly boosting email CTR by 20%.

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

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