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  • research
  • Saudi Arabia
  • 16:24 (UTC -12:00)
  • Joined Sep 10, 2025

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Shamir-Havas/README.md

Hi there 👋, I'm Shamir Havas

🎓 M.Sc. Data Science & Big Data Analytics (2023–2025)
💻 Passionate about Data Science, Machine Learning, and Analytics
📊 Skilled in Python, SQL, R, TensorFlow, Scikit-learn, Tableau, Power BI, and Plotly Dash
🚀 Interested in turning data into actionable insights for business and healthcare solutions

🔧 Technical Skills

  • Programming & Querying: Python, R, SQL, Basic Java
  • ML & Analytics: Time Series Forecasting (GRU, ARIMA), Predictive Modeling, Feature Engineering, EDA
  • Big Data & ETL: Spark, Hadoop (basic), Data Wrangling, Distributed Data Processing
  • Visualization & Dashboards: Tableau, Power BI, Matplotlib, Seaborn, Plotly, Dash
  • Databases & Web: MySQL, Django, REST APIs

📂 Featured Projects

🏥 HASTURE – Intelligent Hospital Management System

  • Django + MySQL hospital management platform with role-based dashboards
  • GRU-based inventory forecasting (12-month demand, test MSE ≈ 9.74)
  • HUOMIL pattern mining for high-utility medicine prioritization
  • Real-time dashboards for ward availability and patient trends

🔗 View Repository

💳 Credit Card Fraud Detection

  • Preprocessed imbalanced dataset
  • Trained Decision Tree (ROC-AUC ≈ 0.93) and SVM (ROC-AUC ≈ 0.96)

🔗 View Repository

🚗 Automobile Sales Dashboard

  • Interactive sales trend dashboard using Plotly Dash
  • Dynamic filters, multi-chart visualization

🔗 View Repository

🧪 Other Projects

  • Housing Price Prediction
  • Stock Trend Analysis (Tesla vs. GME volatility)
  • Predictive Analytics in Healthcare (85% accuracy)
  • Flight Delay Dashboard (U.S. airlines 2010–2020)
  • Drug Response Prediction

📜 Certifications

  • IBM Data Science Professional Certificate – Coursera
  • Microsoft Power BI Data Analyst Associate (In Progress)

📊 GitHub Stats

GitHub stats
Top Langs

🌐 Connect with Me

⭐️ Feel free to check out my repositories and connect for collaborations!

Popular repositories Loading

  1. Credit_Card_Fraud_Detection_with_DecisionTree_and_SVM Credit_Card_Fraud_Detection_with_DecisionTree_and_SVM Public

    Developed a machine learning pipeline to detect fraudulent credit card transactions using Decision Tree and SVM classifiers. Applied preprocessing to handle imbalanced data and evaluated with ROC-A…

    Jupyter Notebook 1

  2. Shamir-Havas Shamir-Havas Public

  3. HASTURE HASTURE Public

    This project highlights my ability to: Build end-to-end ML solutions (from raw data → preprocessing → model → deployment) Implement custom algorithms (HUOMIL) for specialized tasks Work with realis…

    HTML

  4. Automobile-Sales-Analysis-Dashboard Automobile-Sales-Analysis-Dashboard Public

    🚗 Built an interactive Automobile Sales Dashboard using Python & Plotly Dash. Features dynamic filters, multi-chart views, and KPIs to analyze sales by year, region, and vehicle type. Demonstrates …

    Jupyter Notebook

  5. House_Sales_Data_in_King_County House_Sales_Data_in_King_County Public

    End-to-end data science project on King County house sales. Covers data cleaning, EDA, visualization, feature engineering, and regression modeling to predict housing prices. Showcases core skills i…

    Jupyter Notebook

  6. Tesla_VS_Gme.ipynb Tesla_VS_Gme.ipynb Public

    Financial data exploration: Tesla vs GME stock performance through time series and visual analytics

    Jupyter Notebook