Summary
Overview
Work History
Education
Skills
INTERESTS
Certification
Timeline
Generic

Kumar Shivam

Mumbai

Summary

I am a finance professional with 14+ years of work experience as a Business Analyst. I have worked as Consultant across Capital Markets functions and Corporate Actions implementations. I also carry experience of working in areas of Data Science and Machine Learning. I have acquired certifications/projects in Generative AI, Time Series Analysis, Deep Learning, LLMs, NLP, Prompt Engineering, Retrieval-Augmented Generation (RAG), and Fine-Tuning techniques. I hold PG certificate in General Management from XLRI, Jamshedpur.

Overview

16
16
years of professional experience
1
1
Certification

Work History

Associate Product Manager

Tata Consultancy Services
Mumbai
09.2022 - Current
  • Working as a Product Manager in the TCS BaNCS Product Management Team on Corporate Action implementations, Post Trade Clearing & Settlement services (OTC & CNS), Reference Data Management and Communication Services (ISO 15022/20022 & SWIFT).
  • Worked on various supervised & unsupervised ML Models for Regression, classification & clustering.
  • Explored applications of NLP and Prompt Engineering to enhance document processing workflows.
  • Applied Time Series Analysis and Deep Learning for financial data forecasting.
  • Researched Generative AI and LLM capabilities to automate client communications and data enrichment.

Business Analyst

Capgemini India Pvt Ltd
Mumbai
10.2015 - 09.2022
  • Worked as a Business Analyst in Capital Market & financial services domain on Reference Data Management for a European Investment Bank.
  • Expertise in Agile, SDLC and STLC models for Project Management and Delivery.
  • 8 years of experience in gathering user requirements and documenting functional specifications.
  • Contributed to NLP-driven automation ideas in Reference Data projects.

IT Consultant

Arminus Software Private Ltd
Mumbai
11.2014 - 02.2015
  • Worked as IT Consultant on trade finance projects at a leading bank in India. Experience of working on letter of credit (LC), import/export collections, remittances, and bank guarantees.

Technical Consultant

Stranded Randoms Private Ltd
Mumbai
02.2014 - 07.2014
  • Worked as technical consultant for the start up on DB management and performance testing.
  • Assigned on market segmentation and product positioning with the launch of new web platform.

Associate

CRISIL Risk Solutions, CRISIL Ltd
Mumbai
02.2013 - 01.2014
  • Developed & tested credit processing system (CPS), Loan originating system (LOS) for Banks/Financial Institutions including credit administration of pre and post disbursement of funds.
  • Delivered consulting assignment on loan limit assessment to contractors & 3rd party vendors.

Associate

CRISIL Global Analytical Centre, CRISIL Ltd
Mumbai
09.2012 - 02.2013
  • Worked with the Cash-flow Modeling team, reviewing and analyzing periodic repayment reports of CDOs for the European market. Collated & analyzed cash flow data using waterfall model.

Software Engineer

Accenture Services Private Ltd
Bengaluru
08.2009 - 07.2012
  • Responsible for invoicing solutions to 34 aviation clients through EDI (Electronic Data Interchange) using SAP Sales and Distribution (SAP SD) module supporting EDIFACT/XML file formats.

Education

PGCBM -

XLRI Jamshedpur
Jamshedpur
05-2018

B.E. - Biotech

Manipal Institute of Technology
Manipal
05-2009

HSC -

Apex Public School
New Delhi
05-2003

SSC -

Netarhaat Vidyalaya
Jharkhand
03-2001

Skills

Programming & Tools:

  • Python, Scikit-learn, Pandas, NumPy, SQL, Git

Machine Learning & Data Analytics:

  • Supervised & Unsupervised Learning, Regression Models, Classification, Clustering, Time Series Analysis, Forecasting, Probability Distributions

Advanced AI & Deep Learning:

  • Generative AI, Large Language Models (LLMs), Natural Language Processing (NLP), Prompt Engineering, Retrieval-Augmented Generation (RAG), Fine-Tuning (LLMs), Deep Learning (CNNs, RNNs, Transformers)

Frameworks:

  • TensorFlow, PyTorch

INTERESTS

  • Enjoy playing and watching football, reading books, cooking and travelling

Certification

  • Python, Stats and ML certification from Learnbay 2023
  • Google Cloud Digital Leader 2024
  • Google Generative AI Leader 2025

Timeline

Associate Product Manager

Tata Consultancy Services
09.2022 - Current

Business Analyst

Capgemini India Pvt Ltd
10.2015 - 09.2022

IT Consultant

Arminus Software Private Ltd
11.2014 - 02.2015

Technical Consultant

Stranded Randoms Private Ltd
02.2014 - 07.2014

Associate

CRISIL Risk Solutions, CRISIL Ltd
02.2013 - 01.2014

Associate

CRISIL Global Analytical Centre, CRISIL Ltd
09.2012 - 02.2013

Software Engineer

Accenture Services Private Ltd
08.2009 - 07.2012

PGCBM -

XLRI Jamshedpur

B.E. - Biotech

Manipal Institute of Technology

HSC -

Apex Public School

SSC -

Netarhaat Vidyalaya
Kumar Shivam