Sándor Daróczi


Mathematics Master's Student passionate about Software Engineering, AI, and Machine Learning

👋 Hello! I’m Sándor, a Mathematics master’s student at the Technical University of Munich.

🎓 My academic journey is focused on Machine Learning, Deep Learning, and Mathematical Optimization.

Interests and Expertise

💻 I’m passionate about developing innovative software solutions and cutting-edge AI technologies, with interests in:

  • Application development and scalable software architectures
  • Large Language Models (LLMs)
  • Efficient ML architectures
  • Large-scale data analytics for data-driven decision making

Technical Skills

🛠️ Experienced with:

  • Languages: Python, Java, SQL, R
  • Frameworks/Libraries: PyTorch, Transformers, pandas
  • Tools: Git, Docker, AWS, Databricks, Tableau
  • Practices: Agile methodologies, CI/CD, Test-Driven Development

Professional Goals

  • Develop robust, scalable software solutions for complex problems
  • Bridge the gap between theoretical ML and practical applications
  • Contribute to innovative projects that leverage both traditional software development and AI/ML technologies

Current Focus

🌱 Currently, I’m diving deep into:

  • Developing and optimizing LLMs
  • Exploring AI model compression and quantization techniques
  • Implementing deep learning methods for applications in Spectrum Monitoring
  • Microservices architecture and cloud-native applications

My Journey

📚 Education

  • MSc Mathematics in Operations Research, Technical University of Munich
    • Oct 2021 - Mar 2025
  • BSc Mathematics, Eötvös Loránd University, Budapest
    • Sep 2018 - Jun 2021

💼 Work Experience

  • Master Thesis Student, Pruna AI & Technical University of Munich
    • Sep 2024 - Present
  • Working Student - Machine Learning Engineer, Rohde & Schwarz GmbH & Co. KG.
    • Feb 2024 - Present
  • Working Student - Data Science, Lidl Stiftung & Co. KG
    • Oct 2022 - Mar 2023
  • Intern - Data Science, Spryfox GmbH
    • Apr 2022 - Sep 2022

Beyond Work

🌍 When not coding, I’m enjoying long-distance running, exploring new cultures, learning languages, or cooking good food.

Contact

Feel free to reach out through Email or connect with me on GitHub and LinkedIn.