
ANKUL SHARMA
@ankulsharma
I build AI-powered lending, collections, and enterprise banking products that improve recovery and efficiency.
What I'm looking for
I build AI-powered products for enterprise banking, lending, and collections. At Nucleus Software, I own discovery for AI-powered banking products and define GenAI roadmaps for workflow automation, predictive decision support, and conversational AI.
Previously at DBS Bank, I led an AI-powered delinquency prediction and Promise-to-Pay recommendation engine that improved recovery by 5%. I also built funnel KPI frameworks and partnered with Risk & Compliance on scalable, regulation-compliant product flows.
At L&T Finance, I improved recovery by 5%, reduced broken commitments by 7%, and cut delinquency by 9.5% through AI-driven prediction and behavioral analytics. I've also automated workflows, built a field-collection mobile platform, and improved lifecycle operations at Pristyn Care.
Experience
Work history, roles, and key accomplishments
Senior Product Manager
Nucleus Software Export Ltd.
Sep 2025 - Present (1 year)
Owned product discovery for AI-powered enterprise banking products and defined the GenAI roadmap for intelligent workflow automation, predictive decision support, and conversational AI. Designed AI-assisted PTP Default Prediction and built requirements for Smart Notes, Sentiment Analysis, and an AI-powered Collector Copilot.
Improved recovery by 5% by leading product strategy for an AI-powered delinquency prediction and Promise-to-Pay (PTP) recommendation engine. Built KPI tracking frameworks across the onboarding-to-disbursal funnel and partnered with Risk & Compliance to design regulation-compliant product flows.
Product Manager — Digital Lending & Collections
L&T Finance
Nov 2021 - Sep 2023 (1 year 10 months)
Improved recovery 5% and cut broken commitments 7% by leading development of an AI-driven delinquency and repayment prediction system (PTP). Reduced delinquency by 9.5% through behavioral analytics and cut manual effort by 60%+ by automating operational workflows.
Cut turnaround time 35% by redesigning customer lifecycle processes and reduced manual intervention 30% by automating internal operational workflows. Managed Agile delivery using Jira, coordinating sprint planning, backlog grooming, and cross-team collaboration.
Education
Degrees, certifications, and relevant coursework
DeepLearning.AI
AI Prompting for Everyone, Artificial Intelligence
AI Prompting for Everyone certification from DeepLearning.AI, issued in August 2026.
IIBA
Agile Product Owner Role: Techniques, Product Management
Agile Product Owner Role: Techniques certification from IIBA, issued in August 2026.
DeepLearning.AI
Generative AI for Everyone, Artificial Intelligence
Generative AI for Everyone certification from DeepLearning.AI, issued in September 2026.
Indian Institute of Management, Sambalpur
MBA, Management
Grade: 63.89%
MBA from Indian Institute of Management, Sambalpur, completed in 2021.
AKG Engineering College, Ghaziabad, Dr. APJ AKTU, Lucknow
B. Tech, Engineering
Grade: 72.46%
B.Tech from AKG Engineering College, Ghaziabad, Dr. APJ AKTU, Lucknow, completed in 2019.
Khalsa Public School, Saharanpur (CBSE)
HSC, General
Grade: 82.20%
HSC from Khalsa Public School, Saharanpur (CBSE), completed in 2014.
Kendriya Vidyalaya, Air Force Station Sarsawa (CBSE)
SSC, General
Grade: 95.00%
SSC from Kendriya Vidyalaya, Air Force Station Sarsawa (CBSE), completed in 2012.
IBM Cognitive Class
Data Analysis using Python, Data Science
Data Analysis using Python certification from IBM Cognitive Class.
elearnmarkets.com
Advanced Microsoft Excel, Data Analysis
Advanced Microsoft Excel certification from elearnmarkets.com.
Coursera
Market Research & Consumer Behavior, Market Research
Market Research & Consumer Behavior certification from Coursera.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Skills
Interested in hiring ANKUL?
You can contact ANKUL and 90k+ other talented remote workers on Himalayas.
Message ANKULGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
