/ Projects

Applied Machine Learning Projects

Real-world projects by sector — with technique, research gap and dataset.

AI Lab · ATLAS
Business

Markowitz Portfolio Optimization with ML

  • Asset price prediction with LSTM
  • Portfolio optimization using Markowitz
Jan 2026 1.7k views
Business

Sales Forecasting, Segmentation & Anomaly Detection

  • Full retail forecasting and clustering pipeline
  • Anomaly detection in commercial transactions
Mar 2026 2.5k views
Education

Student Retention Prediction — Step by Step

  • Predictive model with SHAP to identify dropout causes
  • Full pipeline: research gap, baseline, iteration and deployment
Mar 2026 3.4k views
Industry

Concrete Compressive Strength Prediction

  • Regression on cement composition vs. compressive strength
  • Prediction across different curing times
Mar 2026 1.2k views
Agriculture

Grocery Price Prediction & Nutritional Optimization

  • Regression on local prices + nutritional optimization
  • Lowest-cost diet with nutritional constraints
Mar 2026 2.4k views