ML engineer·Data scientist·Music producer
MSDS @ Columbia · New York City · Warsaw
Polish kid who got into med school, quit before the first class, did a business degree instead, and somehow landed on machine learning — while making house and techno records the whole way through.
Currently at Columbia finishing an MSDS, getting properly nerdy about deep learning, and co-authoring papers on whether birdwatching is a valid psychiatric intervention. Turns out it is.
The ML work and the music work are the same work, most days. I just don't tell people that at parties.
Two pieces worth showing.
The rest lives on GitHub.
The Great Gatsby
F. Scott Fitzgerald
Data pipeline + app that turns EPUB files into interactive audiobooks using ElevenLabs TTS + pgvector RAG for push-to-talk Q&A with the AI narrator.
Psychiatric data & evaluation work
done alongside the ML track.
Evaluated the first year of Poland's shift from hospital-based to community-based psychiatric care in Malbork and Sztum counties, comparing 2023 vs 2024 administrative records. First-time patients rose 49.8% and psychotherapy sessions 230.5% — evidence the decentralized model expands access where it gets rolled out.
Natalia W. Lipińska-Kandarian · Jan G. Barganowski · Eryk Kandarian · Sławomir Murawiec
Ran structured birdwatching sessions with schizophrenia long-term-care patients and psychiatric day-clinic patients (N=29), measuring mood before and after. Statistically significant improvements in general well-being (p=0.002) and energy (p=0.009) in both settings — anxiety and loneliness dropped hardest in the schizophrenia group.
Sławomir Murawiec · Monika Łukiańska · Jan G. Barganowski
Running a music artist project, Jan Barg. House and techno records, cut between lectures.
1M+
Spotify streams
5×
Editorial placements
20+
Shows played
IB Diploma Program
IB World School No. 1309
Graduated 44/45, majoring in Biology, Chemistry, and English. 7/7 in all taken subjects.
Three acceptances, one pick
Accepted to Warsaw Medical University, Warsaw School of Economics, and Kozminski — chose Kozminski.
BS Management & Artificial Intelligence
Kozminski University
Ranked #1 business school in CEE (Financial Times). 3× Rector's Scholarship recipient.
President
Kozminski AI Club
Organized 2 conferences and multiple workshops with 300+ attendees, including speakers from Samsung R&D and Microsoft.
Research Assistant
MedFake
Top-performing RA on the team — recruited 80+ study participants.
Four offers, one destination
Accepted to Columbia, Oxford, Vanderbilt, and Berklee — picked Columbia for the deep-learning track and the city.
IT Intern
Procter & Gamble
MS Data Science
Columbia University
Focus: deep learning, algorithms, and databases.
Mentor
Our Future Foundation
Helping Polish high-school students from underprivileged backgrounds get into their dream universities.
Fellow
Bison Fellowship
Sub-10% acceptance rate. Led a team of 3 to 2nd place in the finals and built an agentic AI assistant that cut interview recording prep and assembly by over 70%.
Email's fastest. Also open to collaborations on ML, music, and anything where the two bleed into each other.