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jojo142 (Samiya Islam) · GitHub

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jojo142/README.md

About me


MS in Data Analytics
Skills: Cloud Computing(Snowflake, Microsoft Azure and AWS), Python, R and C++ , SQL, Tableau

Games:

  • Three.js Game: Bunny Dash
  • Global Dexterity Game: Dexterity Dash

    • My finished projects:

  • Chrome Extension: Agendussy
  • RepairNet: RepairNet
  • GroupMatch: GroupMatch

    • Research Papers:

  • Data Analytics Projects:
  • Data Visualization Project: Housing Inequality in U.S.
  • Computational Social Science Project: U.S. Immigration Sentiment Analysis due to External Shocks
  • NCAA March Madness 2026 Predictions MadnessSite

    • Healthcare & Clinical Analytics:

  • SIBAS - Smart ICU Bed Allocation System: COVID-19 Patient Outcome Prediction | R, Logistic Regression, ggplot2 [Slides]
  • Surgical Site Infection Performance Prediction — ROC/AUC Analysis | R, pROC, Logistic Regression
  • Random Forest Classification of High-Performing Hospitals — 2016 CMS HVBP | R, caret, 10-fold CV
  • Hospital Monopoly — Vermont Patient Referral Pattern & Market Concentration Analysis | R, HHI, Origin-Destination Matrices [Slides]

    • Pinned Loading

    1. QuantPortfolio QuantPortfolio Public

      My quant portfolio leverages quantitative finance and data-driven insights to optimize investment strategies. Using advanced models, statistical analysis, and machine learning, I develop systematic…

      Jupyter Notebook 44 14

    2. LendingClubAnalysis LendingClubAnalysis Public

      Lending Club's loan data analysis using data cleaning/wrangling to predictive modeling

    3. Stress-Testing-Financial-Portfolios Stress-Testing-Financial-Portfolios Public

      Stress Testing Financial Portfolios using S&P 500 Stock Data from Kaggle.

      Jupyter Notebook 8 3

    4. Transportation-Network-Analysis Transportation-Network-Analysis Public

      https://jojo142.github.io/Transportation-Network-Analysis/

      Jupyter Notebook

    5. EcommerceCustomerChurn EcommerceCustomerChurn Public

      end-to-end churn prediction pipeline on a 5,630-customer e-commerce dataset incorporating multi-channel engagement signals (email, push notification, social advertising, retargeting) to model custo…

      HTML

    6. Project-1.1-YourOwnIMDb Project-1.1-YourOwnIMDb Public

      Forked from michaelsuna20/YourOwnIMDb

      A simple website like IMDB that uses a movie database. This application will have a simple UI that is connected to a SQL database.

      HTML

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