Selventhiran S
@selventhirans
Senior Data Scientist with expertise in predictive modeling and AI solutions.
What I'm looking for
I am a Senior Data Scientist with over 7 years of experience in building data-critical applications across various domains, including retail, investment, HR, and wholesale banking. My journey in the IT industry spans more than 18 years, during which I have honed my skills in data analysis, predictive modeling, and machine learning. I hold a Master of Technology in Data Science and Engineering from BITS Pilani and have completed an Advanced Certification in Data Science and AI from IIT Madras.
At CIMB Bank, I have developed innovative solutions such as a NEXT BEST OFFER product recommendation framework that significantly increased conversion rates and campaign effectiveness. My work in anomaly detection and compliance has not only improved operational efficiency but also enhanced risk management strategies. I am passionate about leveraging data to drive business decisions and am committed to continuous learning and growth in the field of data science.
Experience
Work history, roles, and key accomplishments
Senior Data Scientist
CIMB Bank
Mar 2024 - Present (1 year 5 months)
Developing a NEXT BEST OFFER product recommendation framework to enhance cross-selling and upselling of banking products, aiming to increase conversion and campaign effectiveness. Developed and implemented a Customer Value Application Scorecard model for Cash Plus Loan, boosting loan approval rates by 15% and improving marketing campaign efficiency.
Data Scientist
CIMB Bank
Mar 2023 - Feb 2024 (11 months)
Successfully built and implemented the Group HR Relationship Manager Attrition Classification Model, providing valuable measures to proactively prevent RM attrition with a projected reduction of 15%. Built and successfully implemented the EGIA Challenger Classification Model, helping the investment banking department identify customers likely to purchase e-gold, increasing e-gold acquisition by 30
Data Scientist
Bank of America
Mar 2018 - Feb 2023 (4 years 11 months)
Developed intricate classification algorithms to predict the likelihood of repayment of non-performing loans, reducing NPL loss by 40%. Utilized advanced querying, visualization, and analytics tools to analyze and process complex datasets, performing extensive EDA to understand data and features better.
Senior Analyst
Bank of America
Jun 2015 - Feb 2018 (2 years 8 months)
Successfully completed the GBS Credit System migration to LIQ system, utilizing technologies such as COBOL, JCL, DB2, IMS, VSAM, and CICS. Performed data assessment, mapping, and profiling to create a blueprint for translating data from the legacy system to the LIQ system, ensuring data integrity.
Technical Lead Analyst
Tata Consultancy Services
Apr 2007 - May 2015 (8 years 1 month)
Led the successful migration of the entire legacy mainframe system, RAS-Reinsurance Administration, into a single SAP product, managing a 10-member team and completing the project ahead of schedule. Managed a 5-member team for the Facultative Accounting Claims Treaty System, ensuring defect-free delivery and adherence to quality processes.
Education
Degrees, certifications, and relevant coursework
BITS Pilani
Master of Technology, Data Science and Engineering
2022 - 2024
Completed post-graduation in Data Science and Engineering. Gained proficiency in data analysis, predictive modeling, data processing, and data mining algorithms. Specialized in Generative AI (Gen AI) and Large Language Model (LLM) solutions.
Anna University
Bachelor of Engineering, Electrical and Electronics Engineering
2002 - 2006
Studied Electrical and Electronics Engineering. Acquired foundational knowledge in electrical systems, electronics, and related engineering principles.
Availability
Location
Authorized to work in
Job categories
Skills
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