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ShabnaIlmi/README.md

Hi πŸ‘‹, I'm Fathima Shabna Ilmi

πŸŽ“ I'm a 2nd-year undergraduate student pursuing a BSc (Hons) in Data Science at IIT in partnership with Robert Gordon University.

πŸ“Œ I also have a Business background, currently pursuing a BSc (Hons) in Business Administration at the University of Colombo.

πŸ’‘ Passionate about combining Business Insights with Data Science and Artificial Intelligence to solve real-world problems.


πŸ” Ongoing Research Project

AI-Based Chemical Handling and Risk Analysis System

  • πŸ” Predicts Importer Risk using past importation patterns and chemical usage.
  • πŸ›‘ Detects End-User Risk based on purchase patterns and previous history.
  • πŸ”₯ Analyzes Chemical Recipes to prevent illegal chemical weapon creation.
  • πŸ“Š Predicts Future Importation Trends & Risks using Gradient Boosting Models.

πŸ’» Skills

Programming & Data Science

Python
Java
R

Databases & Cloud

MySQL
MongoDB
AWS


πŸ’ͺ What I'm currently learning:

  • Machine Learning (Supervised & Unsupervised)
  • Gradient Boosting Classifier & Regressor
  • R Programming πŸ“Š
  • Python 🐍
  • Business Intelligence Tools (Tableau, Power BI)
  • Risk Prediction Models

πŸ“Š GitHub Stats

GitHub Streak
Top Languages


🌐 Let's Connect!

LinkedIn
Gmail
GitHub


πŸ“Œ Future Goals

  • Contribute to Open Source Projects πŸ”₯
  • Gain experience in AI-Based Systems Development
  • Explore Artificial Intelligence more deeper

Popular repositories Loading

  1. personalized_news_recommendation_system personalized_news_recommendation_system Public

    Java

  2. job_scheduling_system job_scheduling_system Public

    Java

  3. MediBot-AI MediBot-AI Public

  4. Data-Science-Group-Project Data-Science-Group-Project Public

    Comprehensive Chemical Risk Prediction Model

    Jupyter Notebook 2

  5. Bank-Marketing-System Bank-Marketing-System Public

    Machine Learning Coursework

    Jupyter Notebook

  6. Bank-Marketing-Random-Forest-and-Neural-Networks Bank-Marketing-Random-Forest-and-Neural-Networks Public

    Machine Learning Coursework

    Jupyter Notebook