Projects
6 complete, production-grade applications built entirely with Deepbox. Each project combines multiple modules into a real-world system with full source code, architecture diagrams, and detailed output.
Financial Portfolio Risk Analysis
A production-grade financial risk analysis system with Monte Carlo simulation, VaR/CVaR computation, and portfolio optimization.
deepbox/ndarraydeepbox/linalgdeepbox/statsdeepbox/dataframedeepbox/randomdeepbox/plotNeural Network Image Classifier
An end-to-end MLP image classifier trained on the Digits dataset with training curves, confusion matrix, and full evaluation metrics.
deepbox/nndeepbox/ndarraydeepbox/metricsdeepbox/datasetsdeepbox/preprocessdeepbox/plotCustomer Churn Prediction
Compare 6 classical ML models for predicting customer churn with K-Fold cross-validation and feature importance analysis.
deepbox/mldeepbox/preprocessdeepbox/metricsdeepbox/dataframedeepbox/plotTime Series Stock Price Forecasting
Synthetic stock market data with technical indicators, statistical analysis, and regression-based price prediction.
deepbox/ndarraydeepbox/statsdeepbox/mldeepbox/metricsdeepbox/dataframedeepbox/plotMovie Recommendation Engine
Collaborative filtering recommendation system using user-item ratings, KMeans user segmentation, and PCA visualization.
deepbox/ndarraydeepbox/mldeepbox/metricsdeepbox/dataframedeepbox/plotSentiment Analysis System
Text classification for sentiment analysis using bag-of-words features, Logistic Regression, and Naive Bayes.
deepbox/mldeepbox/preprocessdeepbox/metricsdeepbox/dataframedeepbox/ndarraydeepbox/plot