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.

Project 01

Financial Portfolio Risk Analysis

A production-grade financial risk analysis system with Monte Carlo simulation, VaR/CVaR computation, and portfolio optimization.

Modules Used
deepbox/ndarraydeepbox/linalgdeepbox/statsdeepbox/dataframedeepbox/randomdeepbox/plot
Finance
Risk Analysis
Monte Carlo
Optimization
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Project 02

Neural Network Image Classifier

An end-to-end MLP image classifier trained on the Digits dataset with training curves, confusion matrix, and full evaluation metrics.

Modules Used
deepbox/nndeepbox/ndarraydeepbox/metricsdeepbox/datasetsdeepbox/preprocessdeepbox/plot
Neural Networks
Image Classification
MLP
Training
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Project 03

Customer Churn Prediction

Compare 6 classical ML models for predicting customer churn with K-Fold cross-validation and feature importance analysis.

Modules Used
deepbox/mldeepbox/preprocessdeepbox/metricsdeepbox/dataframedeepbox/plot
Classification
Model Comparison
Cross-Validation
Business
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Project 04

Time Series Stock Price Forecasting

Synthetic stock market data with technical indicators, statistical analysis, and regression-based price prediction.

Modules Used
deepbox/ndarraydeepbox/statsdeepbox/mldeepbox/metricsdeepbox/dataframedeepbox/plot
Time Series
Forecasting
Technical Analysis
Regression
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Project 05

Movie Recommendation Engine

Collaborative filtering recommendation system using user-item ratings, KMeans user segmentation, and PCA visualization.

Modules Used
deepbox/ndarraydeepbox/mldeepbox/metricsdeepbox/dataframedeepbox/plot
Recommendation
Collaborative Filtering
Clustering
PCA
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Project 06

Sentiment Analysis System

Text classification for sentiment analysis using bag-of-words features, Logistic Regression, and Naive Bayes.

Modules Used
deepbox/mldeepbox/preprocessdeepbox/metricsdeepbox/dataframedeepbox/ndarraydeepbox/plot
NLP
Sentiment Analysis
Text Classification
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