Curriculum vitae

General Information

Full Name Pawel Budzynski
Languages English, Polish, French, Russian
Professional interests Python, Deep Learning, 3D Graphics, Embedded ML

Education

  • 2022
    M.S. in Data Science
    Université Paris-Saclay, Paris, France.
    • Course in Artificial Intelligence with specialization in NLP.
    • Worked with Transformers, LSTM, CNNs and generative models.
    • Accomplished projects for signal processing, computer vision, NLP, reinforcement learning.
  • 2022
    M.S. in Data Science
    Eindhoven University of Technology, Eindhoven, the Netherlands.
    • Course in Data Science in Engineering.
    • Accomplished projects for data engineering, applied statistics, machine learning.
  • 2019
    B.S. in Applied Mathematics
    Wroclaw University of Technology, Wroclaw, Poland.
    • Linear algebra, probability theory, statistics, mathematical analysis, numerical methods.
  • 2018
    Student Exchange
    ITMO University, St Petersburg, Russia.
    • High performance computing, computer vision, machine learning, urban simulations.

Experience

  • 2022
    Master Thesis Internship - Deep Learning in anomaly detection
    European Space Agency, Darmstadt, Germany.
    • Researched deep neural architectures for anomaly detection in multivariate time series of telemetry data coming from satelites.
    • Deployed Complex Event Processing system for deterministic streaming data analysis.
  • 2020-2021
    Software Engineer Student
    CERN, Geneva, Switzerland.
    • Developed Python applications and libraries for accelerator control.
    • Improved CI pipelines with advanced features.
    • Implemented experimental refactoring tool for large codebase migration.
  • 2020
    Teaching Assistant
    Eindhoven University of Technology, Eindhoven, the Netherlands.
    • Tutored 2 groups of bachelor students during a course of android application development.
  • 2018-2019
    Software Engineer
    NOKIA, Wroclaw, Poland.
    • Worked with a team of 7 developers to deliver NLP based tool for technical document classification.
    • Developed software for data collection and cleaning.
  • 2016-2018
    Working Student
    NOKIA, Wroclaw, Poland.
    • Implemented Python scripts for test automation.

Open Source Contributions

  • 2022
    Deep Learning for anomaly detection
    • Authored Python library with deep learning models and toy datasets for anomaly detection.
  • 2021
    Sphinx
    • Two accepted PRs with new features for widely-used Python library for documentation generation.

Honors and Awards

  • 2020
    • Winning team in Blockchain hackathon in Madrid.
    • Winning team in business challenge course at TU/e.
  • 2019
    • EIT Digital Master School Scholarship.
  • 2018
    • Department's scholarship for best students.
    • Funding for semestral exchange.

Extracurricular Activities

  • 2021
    59th Graduate Study Programme - UN Geneva
    • Participated in summer program at UN Geneva where 100+ individuals from the entire world met to take part in workshops and lectures. Wrote an essay about missinformation that can be found in the published report.
  • 2021
    Online Python Mentor at Exercism.io
    • Gave feedback to 100+ students of Python track at Exercism non-profit educational project.
  • 2020
    Disruptive Finance with Digital Technologies
    • EIT Digital Summer School at Universidad Politécnica de Madrid (UPM).
  • 2020
    EIT-Climate Journey
    • 4 week long summer school for environmental action, worked on system innovation plan for sustainable finance.
  • 2018
    BEST Aveiro - Big Data Summer Course
    • Participated in 2 week summer course in Aveiro, Potrugal.
  • 2017
    BEST Grenoble - Machine Learning Spring Course
    • Participated in 2 week spring course in Grenoble, France.
  • 2016
    Financial Coordinator at TEDx Politechnika Wroclawska
    • Organized funding and barter cooperations for local TEDx conference.

Academic Interests

  • Machine Learning.
    • 3D content creation.
    • Large Langugage Models.
    • TinyML.

Other Interests

  • Hobbies: Literature, Music, Photography, Computer Games, History, Middle East.