Skip to content
View Shamir-Havas's full-sized avatar
  • research
  • Saudi Arabia
  • 01:13 (UTC -12:00)

Block or report Shamir-Havas

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Shamir-Havas/README.md

Hi there πŸ‘‹, I'm Shamir Havas

πŸŽ“ M.Sc. Data Science & Big Data Analytics (2023–2025)
πŸ’» Passionate about Data Science, Machine Learning & Analytics
πŸ“Š Skilled in Python, SQL, R, TensorFlow, Tableau, Power BI, and Plotly Dash
πŸš€ Turning raw data into actionable insights for business & healthcare

(ΨͺΨ­Ω„ΩŠΩ„ Ψ§Ω„Ψ¨ΩŠΨ§Ω†Ψ§Ψͺ Ω„Ψ΅Ω†ΨΉ Ω‚Ψ±Ψ§Ψ±Ψ§Ψͺ أفآل – Data Science for Better Decisions)

πŸ”§ 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 Processing
  • Visualization & Dashboards: Tableau, Power BI, Plotly Dash, Matplotlib, Seaborn
  • Databases & Web: MySQL, PostgreSQL, Django, REST APIs

πŸ“‚ Featured Projects

πŸ₯ HASTURE – Hospital Inventory Forecasting

  • Built GRU-based forecasting model (MSE β‰ˆ 9.7), reducing simulated stockouts by ~20%
  • Role-based dashboards (Django + MySQL) for real-time hospital resource management
  • Applied HUOMIL pattern mining for medicine prioritization

πŸ’³ Credit Card Fraud Detection

  • Preprocessed highly imbalanced financial dataset
  • Trained Decision Tree (ROC-AUC β‰ˆ 0.93) & SVM (ROC-AUC β‰ˆ 0.96)
  • Improved fraud recall by 18%

πŸš— Automobile Sales Dashboard

  • Interactive sales dashboard with Plotly Dash
  • Automated reporting, replacing static Excel sheets
  • Dynamic filters & multi-view charts for business insights

πŸ§ͺ Other Projects

πŸ“œ Certifications

  • πŸŽ“ IBM Data Science Professional Certificate – Coursera (2025)
  • πŸ“Š Microsoft Power BI Data Analyst Associate (in progress)

πŸ“Š GitHub Stats

GitHub stats
Top Langs

🌐 Connect with Me

⭐️ Feel free to explore my repositories and reach out for collaborations or opportunities!

Pinned Loading

  1. Automobile-Sales-Analysis-Dashboard Automobile-Sales-Analysis-Dashboard Public

    πŸš— 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 1

  2. 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

  3. Drug-Prediction-Decision-Tree Drug-Prediction-Decision-Tree Public

    A clear and interpretable baseline for predicting drug categories using patient features and a Decision Tree classifier. Designed to be interview-friendly, with emphasis on clarity, step-by-step de…

    Jupyter Notebook 1

  4. HASTURE HASTURE Public

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

    HTML 1

  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. Shamir-Havas Shamir-Havas Public