Application and Collection Score Card Model

Jagadeesha Gowda

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Application and Collection Score Card Model
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Application & Collection Scorecard Development (ML-Based)


I help financial institutions design and implement high-performance credit application and collection scorecards using advanced Machine Learning techniques. My solutions improve approval decisions, reduce risk, enhance collections strategy, and drive profitability.


🔧 What I Deliver


  1. Application scorecards for underwriting & risk-based pricing
  2. Collection scorecards for prioritization, strategy & efficiency
  3. ML-based predictive model development & validation
  4. Feature engineering, data preparation & governance
  5. Model explainability, monitoring & performance tracking
  6. IFRS9 / Regulatory aligned methodologies



🎯 Business Impact


  1. Better credit decisions
  2. Lower defaults & NPA
  3. Improved recovery performance
  4. Faster deployment & scalable framework



Turn data into smarter lending and stronger collections with proven ML-driven scorecards.


What are people saying

I recently connected to Jagdeesh and his guidance was invaluable. He has a wealth of knowledge when it comes to credit risk, machine learning, and Python modeling. The suggestions he provided were clear, well-thought-out, and steered me in the exact right direction. I highly recommend him!"
Anonymous
Mar 2026
Amazing session! Highly recommended for anyone interested in transitioning into Core Credit Risk.
Anonymous
Feb 2026
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₹10,000
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