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Masuminayat/README.md

๐Ÿ‘จโ€๐Ÿ’ป About Me

I'm a Data Analyst & Machine Learning Engineer based in Islamabad, originally from Gilgit. I turn raw, messy data into decisions โ€” building end-to-end ML pipelines, statistical models, and interactive dashboards that people can actually use. I also build software and systems in C++/C# because I like understanding things from the ground up too.

  • ๐Ÿ”ญ Currently building ML-powered intelligence dashboards (finance, healthcare, socio-economic risk)
  • ๐ŸŒฑ Deepening my skills in statistical inference, ensemble models, and BI storytelling
  • ๐Ÿค Open to collaborating on data, dashboards, or software projects
  • โšก Fun fact: I build everything from stroke-risk prediction models to Tetris clones

๐Ÿ› ๏ธ Tech Stack

Languages & Core Skills

Data Science & Analytics

Frameworks & Tools


๐Ÿš€ Featured Projects

๐Ÿ“Š Data Science & Machine Learning

Project What it does
๐Ÿฉบ Stroke Risk Prediction (R) End-to-end clinical risk pipeline โ€” chi-square/t-test inference, odds ratios, and 5 tuned ML models (LogReg, Elastic Net, Decision Tree, Random Forest, XGBoost)
๐ŸŒ Global Financial Crisis Early-Warning Platform Real-time macroeconomic intelligence dashboard forecasting sovereign risk for analysts & policymakers
๐Ÿ™๏ธ National Socio-Economic Intelligence System ML + BI system surfacing socio-economic insights at national scale
๐Ÿšธ Women's Mobility Safety Risk Prediction Random Forest model + EDA analyzing urban mobility safety patterns for women in Pakistan
๐ŸŽต Chinook SQL Analysis SQL-driven sales analysis with Matplotlib/Seaborn visualizations
๐Ÿšข Titanic EDA Classic exploratory analysis โ€” cleaning, visualizing, and uncovering survival patterns

๐Ÿ“ˆ BI & Dashboards

Project What it does
๐Ÿ›’ Retail Insights (Power BI) KPI-rich Superstore dashboard โ€” line, bar, pie, funnel charts & a filled map
๐Ÿ“ฆ Supplier Rate Analysis Power BI dashboard identifying the most cost-effective vendors and materials
๐Ÿ’น Sales Analytics Dashboard Interactive retail dashboard tracking sales, profit & category trends
๐Ÿ“‘ Excel Sales Dashboard Presentation-ready sales dashboard with PivotTables, slicers & PDF export

๐ŸŽฎ Software & Systems (C++ / C#)

Project What it does
๐Ÿ—บ๏ธ AU Campus Navigator C++ & SFML campus mapping + room reservation system using Dijkstra's Algorithm, Heaps & HashMaps
๐Ÿงญ AU Road Route 3D Campus Navigator TypeScript-based 3D campus navigation system โ€” the next evolution of the mapping project above
๐Ÿจ KBH Hostel Management System Desktop app in C# (WinForms) + MySQL for hostel operations management
๐Ÿ‘พ Space Shooter (OOP + SFML) 2D shooter with enemy AI, power-ups & levels โ€” built on modular OOP design
๐Ÿงฑ Tetris Game Classic Tetris in C++ with Raylib โ€” smooth controls, scoring & music

๐ŸŒ Web

Project What it does
๐Ÿฐ Velvet Crust Website Responsive HTML/CSS bakery brand site with product showcase & modern UI

๐Ÿค Let's Connect

I love working with others on data, dashboards, or development โ€” if that's you, let's build something.

๐Ÿ“ Based in Islamabad ยท Originally from Gilgit

Pinned Loading

  1. Global-Financial-Crisis-Early-warning-Intelligence-Platform Global-Financial-Crisis-Early-warning-Intelligence-Platform Public

    A high-performance, real-time macroeconomic intelligence dashboard designed to monitor global financial stability and forecast sovereign risk. Built for analysts, policymakers, and traders, the plaโ€ฆ

    TypeScript

  2. Meetly-Ai-Event-Aggregator Meetly-Ai-Event-Aggregator Public

    Meetly-Ai Event Aggregator

    TypeScript

  3. National-Socio-Economic-Intelligence-System-ML-BI- National-Socio-Economic-Intelligence-System-ML-BI- Public

    Forked from SheikhAli4221/DataFest

    Python

  4. stroke-risk-prediction-R stroke-risk-prediction-R Public

    End-to-end stroke risk prediction pipeline in R: statistical inference (chi-square, t-tests, odds ratios), 5 tuned ML models (LogReg, Elastic Net, Decision Tree, Random Forest, XGBoost) + 2 exploraโ€ฆ

  5. Womens-Mobility-Safety-Harassment-Risk-Prediction-ML Womens-Mobility-Safety-Harassment-Risk-Prediction-ML Public

    A data science and machine learning project analyzing women's mobility challenges in urban Pakistan. Features comprehensive EDA, visualization of safety patterns, and a Random Forest Classifier to โ€ฆ

    Jupyter Notebook

  6. Chinook-SQL-Analysis Chinook-SQL-Analysis Public

    SQL-based sales analysis using the Chinook database, with visualizations in Python (Matplotlib & Seaborn).

    Jupyter Notebook 1