Financial Clarity
for theModern Investor

Expert insights, product updates, and deep dives into the AI algorithms powering the next generation of wealth management.

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Risk ManagementApr 19, 2026

Predicting Non-Performing Loans: How Machine Learning Safeguards Banks

Commercial banks face immense risks from bad debt. Discover how advanced models, specifically Random Forest, are being used to predict loan defaults with up to 89.11% accuracy to improve overall risk management.

Tanmay Chaturvedi

12 min read

Product Insight

Apr 22, 2026•8 min read

When Fortune Awaits a Click

Mintzy is a no-code quant framework that transforms raw market data into clear trading signals. No complex configuration, no hidden logic — just practical insights traders can actually act on.

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Data Science

Apr 15, 2026•14 min read

Comparative Analysis of ML Algorithms on Imbalanced Financial Datasets

Tackling the challenge of imbalanced datasets using SMOTE. We compare Random Forest, XGBoost, LSTM, and more using metrics like AUC-PR to find the best model for predicting financial risk.