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.