Repositories list

• SafeRide_Dtection

  Public
  End-to-end helmet and license plate detection system powered by YOLOv8 and EasyOCR, with MLflow experiment tracking, modular Python architecture, and production-ready MLOps pipeline for real-world deployment.

  Jupyter Notebook

  •1•0•0•0•Updated May 5, 2025May 5, 2025

• VestiaireCollective_Demand_Forecasting_ML-Flow

  Public
  Jupyter Notebook

  •2•0•0•1•Updated May 5, 2025May 5, 2025

• Mental-Health

  Public
  Python

  •0•0•0•0•Updated May 5, 2025May 5, 2025

• Superstore-Marketing-Campaign

  Public
  The Superstore Marketing Campaign Analysis examines customer behavior, spending patterns, and campaign responses to optimize marketing strategies. Using segmentation, predictive modeling, and data analysis, the project identifies key customer insights to enhance engagement, improve targeting, and maximize sales effectiveness.

  Jupyter Notebook

  •1•0•0•0•Updated May 5, 2025May 5, 2025

• VestiaireCollective_Demand_Forecasting

  Public
  Jupyter Notebook

  •2•0•0•0•Updated May 5, 2025May 5, 2025

• Flight-Delay-Forecasting

  Public
  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated May 4, 2025May 4, 2025

• Employee-Attrition-2

  Public
  HTML

  •

  MIT License

  •2•0•4•0•Updated May 4, 2025May 4, 2025

• Group_Project_IS2

  Public
  Group Project for INSY - 695 Adv Topics in IS 1 ( ML in Production)

  Python

  •1•0•0•0•Updated May 3, 2025May 3, 2025

• KickStarter

  Public
  Jupyter Notebook

  •0•1•0•1•Updated Apr 29, 2025Apr 29, 2025

• Fraud-Detection

  Public
  The project focuses on fraud detection in banking transactions using data science and machine learning techniques to identify suspicious activities, enhance financial security, and minimize fraudulent losses for financial institutions.

  Jupyter Notebook

  •1•1•0•0•Updated Mar 22, 2025Mar 22, 2025

• Credit_Score_Prediction

  Public
  Given a person’s credit-related information, we built a machine learning model that can classify the credit score.

  Jupyter Notebook

  •2•0•0•0•Updated Mar 6, 2025Mar 6, 2025

• PAWsitive-Tails-Shaping-Brighter-Futures-for-Shelter-Pets

  Public
  This project is a comprehensive data science initiative focused on improving the lives of animals in shelters. We aim to leverage advanced analytical methods to predict shelter animal outcomes and optimize resource allocation.

  data-analysisclustering-algorithmsupervised-machine-learning+ 3unsupervised-machine-learningdowhysota-model

  Jupyter Notebook

  •1•0•0•1•Updated Mar 3, 2025Mar 3, 2025

• Financial-fraud

  Public
  Developing a data-driven fraud detection model to identify and mitigate fraudulent financial transactions using machine learning and advanced analytics.

  Jupyter Notebook

  •3•1•0•0•Updated Mar 3, 2025Mar 3, 2025

• supply_chain_analytics

  Public
  Yina, Liliana, Mirza, Kevin

  Jupyter Notebook

  •0•0•0•0•Updated Mar 3, 2025Mar 3, 2025

• Employee-Attrition

  Public
  Jupyter Notebook

  •3•0•0•0•Updated Mar 3, 2025Mar 3, 2025

• Medical_Appointment_NoShow

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Mar 3, 2025Mar 3, 2025

• Fake-News-Detection

  Public
  fake news detection using machine learning

  Jupyter Notebook

  •1•0•0•0•Updated Mar 3, 2025Mar 3, 2025

• LinkedInJobPosting

  Public
  Our solution addresses critical challenges faced by companies—crafting job postings that attract top talent while setting competitive salary ranges—and by job seekers—ensuring they can accurately benchmark and negotiate their compensation.

  Jupyter Notebook

  •0•0•0•0•Updated Mar 1, 2025Mar 1, 2025

• Vestiaire-platform-demand-fluctuation-across-different-seasons-for-luxury-brands

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 27, 2025Feb 27, 2025

• Git_AliFarhat

  Public
  0•0•0•0•Updated Feb 21, 2025Feb 21, 2025

• Bank-Customer-Attrition-Insights

  Public
  Bank Customer Attrition

  0•0•0•0•Updated Feb 16, 2025Feb 16, 2025

• Football_Transfermarkt

  Public
  INSY 695 - 076 - Enterprise DS II Group Project

  Jupyter Notebook

  •3•2•1•0•Updated Jan 6, 2025Jan 6, 2025

• Customer-Personality-Analysis-2.0

  Public
  Customer Personality Analysis 2.0 refines customer segmentation and marketing strategies using advanced clustering and causal inference models. This project enhances customer behavior analysis to deliver personalized marketing, improve engagement, and boost sales, with a focus on flexible segmentation and real-time model updates.

  HTML

  •1•0•0•0•Updated Jul 7, 2024Jul 7, 2024

• Multi-Class-Prediction-of-Obesity-Risk

  Public
  Advanced Multiclass ML pipeline predicts obesity class gamifying healthcare with real-time data (Apache Kafka), Azure ML, robust MLFlow Experiments & Tracking, Docker deployment,, FastAPI, Poetry, drift management, blue-green deployment, Streamlit UI, SHAP Dashboard, Error Analysis, Governance, and Market Analysis

  Jupyter Notebook

  •2•0•1•0•Updated Jul 3, 2024Jul 3, 2024

• Spotify-Music

  Public
  An end-to-end ML project that generates popular music recommendations for radio stations

  music-recommendationmle

  Jupyter Notebook

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  MIT License

  •3•1•1•0•Updated May 19, 2024May 19, 2024

• INSY695-W24-078-Group-2

  Public
  HTML

  •1•2•0•0•Updated May 12, 2024May 12, 2024

• DataCo_Supply_Chain

  Public
  This project focuses on leveraging the DataCo Smart Supply Chain dataset from Kaggle to build predictive models that serve critical business functions: forecasting monthly demand, detecting fraudulent orders, and clustering orders to identify common traits in fraud cases.

  time-seriesmachine-learning-algorithmssupply-chain+ 1fraud-detection

  Jupyter Notebook

  •7•4•0•0•Updated May 6, 2024May 6, 2024

• Revenue-Radar

  Public
  Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop

  ecommercepredictive-modelingrevenue-prediction+ 1customer-conversion-prediction

  Jupyter Notebook

  •

  MIT License

  •7•2•25•3•Updated May 6, 2024May 6, 2024

• fourchetteurs

  Public
  Jupyter Notebook

  •2•0•0•0•Updated May 6, 2024May 6, 2024

• hotel_cancellation_ML2

  Public
  Predicting hotel booking cancellations at the time of reservation, to optimize revenue through dynamic pricing strategies and overbooking management.

  Jupyter Notebook

  •1•1•1•0•Updated May 5, 2024May 5, 2024