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imairena/README.md

Hi there, I'm Ian Mairena Jarquin 👋

I am an Applied Mathematics student at the University of Waterloo with a minor in Computing. I am driven by the potential for AI and software to transform early cancer detection and improve patient outcomes.

📈 Current Focus

  • 🔭 Foundations of AI: Mastering the mathematical and computational foundations of Artificial Intelligence through targeted coursework and personal projects.
  • 🚀 Data Science Portfolio: Building a comprehensive portfolio of Machine Learning and data analytics projects to bridge the gap between mathematics and software solutions.
  • 💡 AI for Medicine: Applying Machine Learning techniques to medical datasets with the long-term goal of advancing early cancer diagnosis and clinical outcomes.

🚀 Featured Projects

  • Global Tech Layoffs: End-to-End Data Pipeline: Developed a MySQL pipeline using Window Functions and CTEs to remove 1,300+ duplicates and standardized data for time-series analysis. Visualized trends using an interactive Tableau dashboard.
  • Heart Disease Explorer: Built a Streamlit dashboard in Python to analyze UCI medical data. Implemented a custom centroid-distance algorithm to calculate real-time risk probabilities.
  • Student Management API: Engineered a RESTful API using ASP.NET Core and C#. Automated the build process by setting up a Jenkins CI/CD pipeline.
  • Staff Check-in Portal: Designed and deployed a full-stack portal using React, TypeScript, and Express.js. Implemented automated notifications via MongoDB and Firebase Auth.

🛠 Tech Stack

  • Languages: SQL, Python, R, C/C++, C#, JavaScript, TypeScript, HTML/CSS
  • Frameworks & Libraries: React, Node.js, Express.js, ASP.NET Core, Pandas, Seaborn, NumPy, Matplotlib
  • Developer Tools: Git, MongoDB, Vercel, Render, Jenkins, MySQL, Firebase

🤝 Connect

Pinned Loading

  1. check-in-portal-showcase check-in-portal-showcase Public

    A comprehensive React + Node.js application for managing student registration, daily check-ins/outs, fee calculations, and automated email notifications for summer camps.

    TypeScript

  2. .NET-Core-CRUD-Operations .NET-Core-CRUD-Operations Public

    C#

  3. heart-disease-explorer heart-disease-explorer Public

    Python

  4. cleaning-world-layoffs-data cleaning-world-layoffs-data Public