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1. Ride-share-system Ride-share-system Public

   Python-based ride-sharing simulation featuring OOP class hierarchies, NetworkX graph routing (Barabási-Albert model), driver-rider matching algorithms (greedy weighted & unweighted), SQL database i…

   Jupyter Notebook 1

2. ml-projects ml-projects Public

   Machine learning projects from COMP 4432 at the University of Denver. Each notebook walks through the full modeling pipeline — from EDA and preprocessing to model evaluation — across a range of ML …

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3. Bank-Account-Fraud-Detection Bank-Account-Fraud-Detection Public

   Supervised ML pipeline classifying fraudulent bank account applications — LR, DecisionTree, RandomForest, XGBoost — with an interactive Dash signal analysis dashboard.

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4. Sentiment-Analysis-Model Sentiment-Analysis-Model Public

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5. Sentiment-Analysis-Model-API Sentiment-Analysis-Model-API Public

   FastAPI backend supporting a TF-IDF Vectorizer + Multinomial Naive Bayes classification pipeline trained on 50,000 IMDB reviews. Pipeline containerized via Docker to model real-world deployment in …

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6. content-based-book-recommender content-based-book-recommender Public

   Content-based book recommender that integrates a full MLOps pipeline: W&B tracking, FastAPI backend, DynamoDB persistence, Streamlit frontend, Docker containerization, and EC2 deployment

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