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
Jamshedpur05-2018
B.E. - Biotech
Manipal Institute of Technology
Manipal05-2009
HSC -
Apex Public School
New Delhi05-2003
SSC -
Netarhaat Vidyalaya
Jharkhand03-2001
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
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