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MartinMans/README.md

Hey, I'm Martin πŸ‘‹

I'm a Computer Science graduate from the American University of Beirut (AUB) and an incoming MSc Applied Machine Learning student at Imperial College London.

I enjoy building practical software that either teaches me something new, solves a problem I actually have, or ideally both. My projects range from machine learning research to desktop applications, but they all share the same goal: creating polished software I'd genuinely use myself.


πŸš€ Currently Building

Personal Launchpad

A Windows productivity launcher built around activities instead of simply launching applications.

Repository

Highlights

  • Launch applications, files, folders and websites
  • Organize activities into reusable bundles
  • Restore complete desktop layouts
  • Lightweight and local-first
  • Designed to improve everyday workflows

🧩 Featured Projects

Binary brain MRI classification using MobileNetV2 and TensorFlow.

Computer Vision Β· Medical Imaging Β· Transfer Learning


πŸ”¬ Linear Kernel Research

Research project exploring linear kernel methods for text classification under constrained settings.

Natural Language Processing Β· Machine Learning


Proof-of-concept application for standardizing procurement audit data into a unified data model and automating audit checks.


Ambient sound mixer for Windows featuring presets, tray controls, and custom audio imports.


Python application for parsing and analyzing Apple Health exports.


Desktop budgeting application built to simplify personal expense tracking.


🌱 Currently

  • Building and maintaining Personal Launchpad
  • Conducting machine learning research in NLP
  • Preparing for my MSc in Applied Machine Learning
  • Exploring practical applications of AI in software engineering

🀝 Connect

If anything here interests you, feel free to reach out.

Pinned Loading

  1. brain_tumor_classification brain_tumor_classification Public

    Brain MRI classification using transfer learning (MobileNetV2) to detect tumors in medical images.

    Jupyter Notebook

  2. nlp-agnews-pipeline nlp-agnews-pipeline Public

    Python

  3. personal-launchpad personal-launchpad Public

    A fast, distraction-free Windows activity launcher that helps you launch apps, files, folders, websites, and complete workflows from one place.

  4. BlanketPlusPlus BlanketPlusPlus Public

    Ambient sound mixer for Windows with presets, tray controls, and custom audio imports.

    C#

  5. central-hub-extension central-hub-extension Public

    JavaScript

  6. expense-tracker expense-tracker Public

    Python