Krishanu Mukherjee
Summary
PMP® and Certified Scrum Master (CSM®) certified.
Data Science & AI Professional with expertise in Machine Learning and Data Analysis using Python, Agentic AI development using LangChain, LangGraph, and Model Context Protocol (MCP), and strong proficiency in SQL (MySQL, PostgreSQL, DB2).
Strong project management capabilities with hands-on experience leading Agile teams, driving sprint planning, backlog prioritization, and ensuring timely delivery of complex data and AI initiatives.
Proven ability to bridge business and technology, managing end-to-end project lifecycles while aligning stakeholders and delivering measurable outcomes.
Actively building production-oriented AI solutions using LangChain, LangGraph, and LLM-based architectures, demonstrating practical implementation of cutting-edge technologies;further details are provided in the Projects section.
Looking for leadership roles in the Data Science,Analytics and AI domain.
Overview
16
16
years of professional experience
1
1
Certification
Work History
Manager , Data Analytics
mjunction Services Ltd
Kolkata
09.2019 - 09.2023
- Engineered predictive models for auction price forecasting, enhancing pricing strategy and market competitiveness.
- Architected end-to-end ETL workflows in Python to consolidate data from MySQL and PostgreSQL systems.
- Implemented advanced analytics models to identify bid cartelization risks in auction processes.
- Designed complex SQL queries for high-performance data retrieval, validation, and reporting.
- Designed recommendation engines and customer portfolio frameworks to support the marketing team in delivering targeted recommendations to buyers.
- Actively participated in Agile project management, contributing to sprint planning, backlog prioritization, and iterative delivery of analytics solutions.
- Helped build and scale an internal analytics team, significantly reducing dependency on external vendors and strengthening in-house analytical capabilities.
Assistant Consultant
Tata Consultancy Services
Kolkata
06.2016 - 09.2019
- Delivered comprehensive analytics solutions as consultant for major motion picture distribution project, driving data-informed marketing strategies.
- Developed robust data pipelines and scripts to optimise extraction, processing, and analysis of data from relational databases.
- Developed machine learning models in Python to enhance prediction of key marketing metrics and optimise campaign performance.
- Facilitated sprint planning sessions, driving agile project execution and ensuring timely delivery of analytics solutions.
System Engineer
IBM
Kolkata
09.2007 - 07.2015
- Engineered data analysis solutions leveraging SQL and Python for a major US university.
- Leveraged SQL and Python to analyse data, enhancing academic and operational decision-making processes.
- Spearheaded BI reporting project in ITIL domain, delivering comprehensive analytics solutions across diverse IBM geographies.
- Spearheaded transition to agile methodology enhancing delivery efficiency and fostering collaboration.
Education
Master of Science - Data Science
University of Gloucestershire
Cheltenham,UK;01-2023
Post Graduate Diploma in Business Analytics
Praxis Business School
Kolkata, IN-WB01-2016
Master of Computer Application
Maulana Abul Kalam Azad University of Technology
Kolkata, IN-WB01-2007
Bachelor of Science - Computer Science
University of Calcutta
Kolkata, IN-WB01-2004
Skills
- Project management, including agile project management
- Predictive modelling using Machine Learning, NLP (Natural Language Processing)
- Python for Data Analysis and Data Science (pandas, scikit-learn)
- Agentic AI using LangChain and LangGraph Model Context Protocol
- SQL (MySQL, PostgreSQL, DB2)
- Mentoring, team building
Certification
- PMP ( Project Management Professional )
Credential ID : 66469549-9897-42fc-a385-38c2a38de0a6
Credential URL : https://www.credly.com/earner/earned/badge/66469549-9897- 42fc-a385-38c2a38de0a6
- Certified Scrum Master ( Scrum Alliance )
Certificant ID : 001775272
- IBM RAG and Agentic AI
https://coursera.org/share/30f763bfe07e62d06554cf1afb99647b
- IBM Machine Learniung with Python
https://coursera.org/share/205b811c44f0400b46a12ca48ffc03ce
Timeline
Manager , Data Analytics
mjunction Services Ltd
09.2019 - 09.2023
Assistant Consultant
Tata Consultancy Services
06.2016 - 09.2019
System Engineer
IBM
09.2007 - 07.2015
Master of Science - Data Science
University of Gloucestershire
Post Graduate Diploma in Business Analytics
Praxis Business School
Master of Computer Application
Maulana Abul Kalam Azad University of Technology
Bachelor of Science - Computer Science
University of Calcutta