Madhavan Singh
Business Analyst @ IDFC First Bank | Ex - Tata Capital
- Role
- Business Analysis Manager at IDFC FIRST Bank
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Madhavan Singh
I lead collections and recovery strategies for large-scale BFSI portfolios, focusing on what actually moves the P&L and maintains operational excellence - cost optimisation, operational efficiency, and sustainable recovery rates.Over the past 3 years, I\'ve managed portfolios exceeding ₹2,200 Crore, working across urban and rural segments in personal loans, two wheeler loans, and other retail delinquent portfolios. My approach combines strategic thinking with hands on execution: redesigning vendor payout models that cut costs by 15%, building performance tracking systems that improved team productivity by 25%, leading cross-functional teams of 170+ members to deliver consistent results and automating KPIs tracker that helps senior stakeholders to take decisions accordingly.I understand data well enough to work with analytics tools like Python, SQL, Tableau, Power BI - to extract insights and make informed decisions. I collaborate with technical teams when needed and focus on translating data into action plans that collection teams can actually execute.
Experience
Business Analysis Manager
Aug 2025 — Present · Mumbai, IN
Education
Institute of Engineering and Technology
Bachelor of Technology, Information Technology
2017 — 2021
Indian Institute of Management Amritsar
Master of Business Administration - MBA, Business Analytics
2021 — 2023
Kendriya Vidyalaya
Senior Secondary , Science
2015 — 2016
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