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mathisweil/README.md

πŸ‘‹ Hi, I'm Mathis Weil!

πŸŽ“ Computer Science Student | πŸŽ“ Queen Mary University of London
🌟 Passionate about AI, finance, and software engineering.
🌍 Always eager to learn, innovate, and contribute to impactful projects.


πŸ”§ Technical Skills

  • Languages: Python, Java, TypeScript (React, Next.js), SQL
  • Frameworks & Libraries: TensorFlow, Selenium, Pandas, LangChain
  • Databases: MySQL, Oracle
  • Tools & Concepts: Data Structures & Algorithms, Embedding Models, Web Crawling

πŸš€ Projects

  • Developed a web crawler to extract security-related content from IBM SkillsBuild.
  • Analysed embedding models using Hugging Face tools for semantic search.
  • Created a local database and built a semantic search engine using LangChain.
  • Built a Python-based web scraper using Selenium to collect metadata from over 5000+ startups.
  • Utilised multithreading, increasing scraping efficiency by 40%.
  • Developed a ResNet-50 model for classifying dog breeds.
  • Leveraged TensorFlow and PyTorch for experimentation and model building.
  • Implemented React components and performed QA for a web application.
  • Designed and executed a web scraper to extract garage reviews for analysis.

πŸ’» Professional Experience

Computer Science Lab Demonstrator – Queen Mary University of London

Sep 2024 – Present

  • Mentored over 300 students in database systems labs and provided feedback on coursework.
  • Designed new coursework integrating information retrieval and machine learning concepts.

Software Engineer Intern – Groupe Prunay

Jul 2024 – Aug 2024

  • Researched software solutions for insurance account management, boosting operational efficiency by 70%.
  • Designed a showcase website using Next.js and Tailwind CSS.

Software Engineer Intern – Garage-Hero

May 2023 – Jul 2023

  • Implemented React components and designed a web scraper for data analysis.
  • Conducted quality assurance to ensure application stability.

πŸŽ“ Education

  • BSc Computer Science – Queen Mary University of London
    Sep 2022 – Jul 2025 (Predicted First Class Honours)

    • Key Modules: Neural Networks, Security Engineering, Software Engineering, Algorithms
  • French Baccalaureate (Mathematics & Physics) – LycΓ©e Notre-Dame du Grandchamp
    Sep 2019 – Jul 2022

    • Graduated with top marks (Mathematics: 20/20, Physics: 17/20).

🌟 Certifications & Online Learning

  • Mathematics for Machine Learning – Coursera, Imperial College
  • Financial Markets – Coursera, Yale
  • Cambridge Advanced (C1)

πŸ’¬ Connect with Me

πŸ“« Email: [email protected]
πŸ”— LinkedIn: Mathis Weil

GitHub Stats Top Languages

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