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    • 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
      1000Updated May 5, 2025May 5, 2025
    • Jupyter Notebook
      2001Updated May 5, 2025May 5, 2025
    • Python
      0000Updated May 5, 2025May 5, 2025
    • 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
      1000Updated May 5, 2025May 5, 2025
    • Jupyter Notebook
      2000Updated May 5, 2025May 5, 2025
    • Jupyter Notebook
      0000Updated May 4, 2025May 4, 2025
    • HTML
      2040Updated May 4, 2025May 4, 2025
    • Group Project for INSY - 695 Adv Topics in IS 1 ( ML in Production)
      Python
      1000Updated May 3, 2025May 3, 2025
    • Jupyter Notebook
      0101Updated Apr 29, 2025Apr 29, 2025
    • 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
      1100Updated Mar 22, 2025Mar 22, 2025
    • Given a person’s credit-related information, we built a machine learning model that can classify the credit score.
      Jupyter Notebook
      2000Updated Mar 6, 2025Mar 6, 2025
    • 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.
      Jupyter Notebook
      1001Updated Mar 3, 2025Mar 3, 2025
    • Developing a data-driven fraud detection model to identify and mitigate fraudulent financial transactions using machine learning and advanced analytics.
      Jupyter Notebook
      3100Updated Mar 3, 2025Mar 3, 2025
    • Yina, Liliana, Mirza, Kevin
      Jupyter Notebook
      0000Updated Mar 3, 2025Mar 3, 2025
    • Jupyter Notebook
      3000Updated Mar 3, 2025Mar 3, 2025
    • Jupyter Notebook
      1000Updated Mar 3, 2025Mar 3, 2025
    • fake news detection using machine learning
      Jupyter Notebook
      1000Updated Mar 3, 2025Mar 3, 2025
    • 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
      0000Updated Mar 1, 2025Mar 1, 2025
    • Jupyter Notebook
      0000Updated Feb 27, 2025Feb 27, 2025
    • 0000Updated Feb 21, 2025Feb 21, 2025
    • Bank Customer Attrition
      0000Updated Feb 16, 2025Feb 16, 2025
    • INSY 695 - 076 - Enterprise DS II Group Project
      Jupyter Notebook
      3210Updated Jan 6, 2025Jan 6, 2025
    • 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
      1000Updated Jul 7, 2024Jul 7, 2024
    • 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
      2010Updated Jul 3, 2024Jul 3, 2024
    • An end-to-end ML project that generates popular music recommendations for radio stations
      Jupyter Notebook
      3110Updated May 19, 2024May 19, 2024
    • HTML
      1200Updated May 12, 2024May 12, 2024
    • 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.
      Jupyter Notebook
      7400Updated May 6, 2024May 6, 2024
    • Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop
      Jupyter Notebook
      72253Updated May 6, 2024May 6, 2024
    • Jupyter Notebook
      2000Updated May 6, 2024May 6, 2024
    • Predicting hotel booking cancellations at the time of reservation, to optimize revenue through dynamic pricing strategies and overbooking management.
      Jupyter Notebook
      1110Updated May 5, 2024May 5, 2024