Suharta Banerjee

About Suharta Banerjee

A Data Scientist with 4 years of experience delivering end-to-end machine learning and AI solutions across the finance and retail domains. The work spans the full lifecycle—from data engineering and feature development to model training, deployment, and monitoring—focusing on building scalable, production-grade systems that drive measurable business impact.Specializes in Machine Learning, Generative AI, and Retrieval-Augmented Generation (RAG) applications, with hands-on expertise in designing LLM-powered solutions for enterprise use cases such as intelligent document search, contextual question answering, and decision support systems. Experienced in implementing robust MLOps and LLMOps workflows using Vertex AI, MLflow, and CI/CD pipelines to ensure reproducibility, governance, and continuous model improvement.Strong proficiency in cloud-native and large-scale data ecosystems, leveraging GCP (Vertex AI, BigQuery) and AWS for scalable data processing, experimentation, and deployment.Core expertise includes:• Machine Learning & End-to-End MLOps (Vertex AI, MLflow, CI/CD)• Generative AI & RAG-based Enterprise Applications (LLMOps)• Cloud Platforms: GCP (Vertex AI, BigQuery) and AWS• Production Model Deployment, Monitoring, and GovernancePassionate about translating advanced analytics and AI research into robust, scalable production systems that enable intelligent decision-making and sustained business value.

Experience

1. Consultant

   Deloitte

   Feb 2026 — Present

Education

• Meghnad Saha Institute Of Technology(MSIT)

  Bachelor of Technology - BTech, Computer Engineering

  2018 — 2022