PP

Hi, I'm Pallav Pradhan , FMVA®

I'm an | NET-JRF in Management|

Credit analyst & underwriting professional with 4+ years of experience in appraisal, credit-risk assessment and mortgage lending — pairing banking rigour with growing data, Python & AI capabilities.

What I do best

  • ₹
    Appraisal & underwritingCash-flow, bureau & collateral review
  • ⚑
    Risk detectionFintech/BNPL liabilities & credit-stacking
  • ⚙
    Process efficiencyWorkflow, KYC & post-sanction improvements
  • 🐍
    Python & dataDashboards, automation & ML for banking
0+Years in Credit
0AI & Data ProjectsData Science · Pandas & NumPy · Python
2026M.Sc. Computer ScienceAI, ML & data systems · expected 2026

Building trustworthy credit
decisions, at scale.

I'm a banking professional with 4+ years in credit at Union Bank of India. My work spans credit appraisal, borrower cash-flow assessment, credit-bureau analysis, mortgage lending and loan-processing improvements — focused on supporting lending growth through careful credit assessment and efficient execution.

I assess repayment capacity, surface undisclosed liabilities and credit-stacking patterns, review collateral risk and coordinate with DSA partners to progress proposals. I've contributed to improvements across appraisal workflows, customer repayment analysis, KYC checks and post-sanction documentation.

Beyond the balance sheet, I'm an M.Sc. Computer Science candidate, actively building Python and AI skills to support practical improvements in banking processes. My professional interests: credit management, underwriting, portfolio quality and lending operations.

Pallav Pradhan

Focus areas

  • Lending & Appraisal
  • Credit-Risk & Collateral Review
  • Bureau Analysis & Cash-Flow
  • Process & KYC Improvements
  • Python · Data · Automation
"Growth through careful credit assessment and efficient execution."

Where I bring depth

Core Competencies

Credit Analysis95%
Credit Underwriting92%
Credit-Risk Management90%
Mortgage Lending85%

Data & Tooling

Python Pandas NumPy Data Science Dashboarding OCR Validation Scorecard Rules Credit Bureau KYC Process Automation

Building practical data & AI tooling for banking — from repayment dashboards to loan-processing automation.

Languages

EnglishWorking
HindiFluent
OdiaFluent
BengaliElementary

The work, in motion

Assistant Manager (Asset Products) — Credit

Union Bank of India
Jul 2022 · Present
Nashik, Maharashtra
  • Assess loan proposals through borrower cash-flow analysis, credit-bureau reviews and collateral assessment with attention to repayment capacity.
  • Identify undisclosed fintech/BNPL liabilities and credit-stacking patterns through bureau enquiries and cash-flow reviews to support credit decisions.
  • Streamlined credit-appraisal workflows by removing duplicate document drafting and system re-entry, improving processing efficiency.
  • Analyse customer repayment history to surface lending opportunities and coordinate with DSA partners to resolve proposal-processing issues.
Key win

Flagged circular transaction patterns during assessment of a ₹1.5 crore home-loan proposal — surfacing material credit concerns that shaped the decision.

Deputy Manager — Strategy & Business Planning

IndusInd Bank
Mar 2019 · Aug 2019
Tamil Nadu, India
  • Supported credit-assessment integration by mapping surrogate viability measures and credit-bureau deduplication rules into underwriting processes.
  • Contributed to a digital loan-processing rollout, refining scorecard rules and OCR validation parameters to cut data-quality gaps and application rework.
  • Built a dashboard to identify application drop-offs at KYC and address-entry stages, improving the digital onboarding journey.

Learning, layered

2024 – 2026

M.Sc. Computer Science

Woolf

In progress · building data & Python depth
2017 – 2019

MBA

University of Mysore

2014 – 2017

B.Sc. — Information Science & Telecommunication

Ravenshaw University

Certifications

📊

Data Science Foundation

🐍

Python for Data Analysis
Pandas & NumPy Project

⌨️

Python Programming Essentials

📣

Content Marketing
LinkedIn Course

Awards & Honours

🏆 Rajya Purashkar ⭐ Best Performer of the Campaign ✨ Shining Star Award 🎓 NET-JRF, District-Level Computer Aided Education

Let's build something sound together

Open to opportunities in credit, underwriting, portfolio quality, lending operations — or data-driven roles where banking meets Python. I'd love to hear from you.