Somsubhra Jana

Senior Product Engineer @Capgemini Engineering

Kolkata, IN

ML Ops Role.Developed and deployed high-performance data pipelines using Kubernetes pods, leveraging Databricks for data preprocessing and feeding data into machine learning model training pipelines.Developed bash scripts for pod monitoring, A Django website which retrieves data from Redis to trigger databricks jobs from the frontend for users.Collaborated with cross-functional teams to enhance pipeline efficiency by 25%.Handle Compute set up along with model maintenance and model deployment using CI CD.Remediated security violations across applications using Python versions 3.6–3.10 with remediation of OWASP.Conducted regular vulnerability assessments using OWASP Top 10 as a framework, reducing security risks by 50% over applications.Managing machine learning requests across multiple regions (US, EU, LATAM) by orchestrating over 100 pipelines to ensure seamless and efficient processing.Developed an end-to-end ML tool with an Angular frontend and Python backend, enabling users to trigger and monitor backend ML pipelines, persist data efficiently, and automate job execution through middleware integration.

Neotia Institute of Technology, Management & Science 293

Bachelor of Technology

Julien Day School

Science