Sankar Mukherjee

Data | AI | Data Infrastructure Engineering

About Me

I’m a Data & AI Engineer with a strong foundation in Big Data and Data Engineering, now specializing in building AI-powered systems and LLM-driven applications. In past also worked on the field of Data Infrastructure Development.

My journey started in large-scale data ecosystems—designing and optimizing data pipelines, working with distributed systems, and enabling reliable data platforms. Over time, I transitioned into AI Engineering, where I focus on building intelligent systems powered by Large Language Models (LLMs) and modern agent frameworks.

I enjoy bridging the gap between data infrastructure and AI applications - ensuring models are not just innovative, but scalable, production-ready, and business-impacting.

Bio

Email
sanmuk21@gmail.com
Phone
+91-8420369268
Address
Kolkata, India

Professional Skills

Hadoop, Spark, Databricks Platform
Master
Python (DATA/WEB Applications)
Master
Infrastructure (Linux, AWS, Container, Airflow, MLFlow)
Master
RDBMS (Postgres, MySQL)
Master
GenAI Application (RAGs, LangChain, LangGraph)
Advance
AI Agents (OpenAI Agents SDK, MCP, Crew AI)
Advance
NoSQL (Redis, MongoDB)
Expert
Table Format (Hive, Delta, Iceberg)
Expert

Work Experience

Senior Data | AI Engineer LTIMindtree
January, 2023 - Present
Working with global Financial Information & Analytics company to build their next generation data management platform over AWS, Databrics, Airflow, etc. Worked both on migration and building new applications over the new platform.
Senior Staff Engineer Altimetrik
April, 2021 - November, 2022
Working with premier US Bank to build Big Data Lake for Finance Stream. Delivered and maintaining configuration driven dynamic workflow generation engine with Apache Airflow.
Hadoop Expert Gigaspaces Technologies
October, 2018 - April, 2021
Part of a French Bank's Arc Lab Team designed, implmented Big Data Lake for Marketing Channel. Delivered On-Prem version of Data Lake and later contributed subtaintially to Azure migration.
Technology Specialist Accenture
January, 2016 - September, 2018
Worked with French Pharmaceutical company to introduce Hadoop (Big Data) and delivering Next Gen Warehourse with On-Prem Hadoop Solutions.
Senior Middleware Engineer Standard Chartered Banking Group
October, 2014 - November, 2015
Part of Middleware Engineering group, worked on implementing tight standards and consistent, comprehensive processes for managing the entire Java EE App Server life cycle.
Technical Lead Wipro Limited
July, 2013 - August, 2014
Websphere Application Server Level 3 Service delivery resource for UK banking client. Build new application server environments and prepared them for run mode administration.
Technical Services Profession IBM
August, 2012 - June, 2013
Senior Middleware Engineer for US Insurance client. Also was part of Middleware Automation team for IBM, we delivered automation solutions used across all Middleware clients.
Senior Engineer TCS
August, 2008 - April, 2012
Senior developer and module lead for Digital Asset Management Application for US automobile client.

Education

Bachelor of Technology University of Calcutta
2005 - 2008
Computer Science & Engineering.
Bachelor of Science University of Calcutta
2003 - 2005
Computer Science.

Work Profile

Development / Data / Warehouse | Data Lake | Big Data | ETL

Modern Data Pipeline

Design, Built highly flexible, scalable, fault tolerent Data Warehouse, Data Lake, Data pipeline.

Development / AI / LLM Driven Applications

Big Data Lake

Design, Build Agentic Systems, Workflow Orchestration with LLMs, Retrieval-Augmented Generation (RAG), and scalable AI architectures.

Infrastructure / Data / Data Infrastructure

Hadoop Ecosystem Management

Build and manage Hadoop Cluster with modern practices, i.e., IAC, DevOps.

Certifications

Development / AI / Databricks

Databricks Certified Generative AI Engineer Associate

January 2026

Development / Data / Databricks

Databricks Certified Data Engineer Professional

October 2025

Development / Data / Big Data

Databricks Certified Associate Developer for Apache Spark 3.0

October 2022

Development / Language / Java

Java Standard Edition 6 Programmer Certified Professional

November 2011

Development / SQL / Oracle

Oracle DBA 11g, SQL Fundamental

August 2010

Development / AI / Business Transformation

AI Strategies for Business Transformation

March 2026

Contact

+91-8420369268
sanmuk21@gmail.com