Nov 2024 to Jan 2025
Quantitative trading firm
Machine Learning Intern
Researched and implemented a repository-level tool for automated unit-test generation.
Remote / Singapore
Mateusz Winiarek
I’m a Polish machine learning researcher and software engineer based in Barcelona. I’m a Founding Researcher at Humalike, working on social intelligence.
01 / Experience
Work history
2026 to now
Founding Researcher
Researching models, benchmarks, and behavioral infrastructure for socially capable, proactive AI agents.
Barcelona
Feb to May 2026
Machine Learning Researcher
Computer vision for autonomous drone navigation when GPS is unavailable or unreliable.
Warsaw
2025 to 2026
Software Engineering - AI Intern
Developed a common interface for language-model benchmarks and worked on clustering related model errors.
Warsaw
Nov 2024 to Jun 2025
Bachelor Thesis Intern
Developed a Vision Transformer pipeline for follicle assessment from ovary morphology.
Warsaw
Jul to Sep 2024
Software Engineering Intern
Researched LLM inference optimizations for efficient VRAM usage and throughput.
Hsinchu
02 / Education
University of Warsaw
2025 to 2027
Master of Machine Learning
2022 to 2025
Bachelor of Computer Science
03 / Awards
Awards and competitions
Selected results from hackathons, programming contests, and algorithmic trading competitions.
- 01
ElevenLabs Worldwide HackathonWarsaw winner · global top 5
- 02
Goldman Sachs Engineering Hackathon1st place · Quant Challenge
- 03
AIEngine Hackathon1st place · ElevenLabs Voice AI bounty
- 04
AlgoTrade3rd place in 2025 · 6th place in 2026 · 300 international participants
- 05
Warsaw.AI HackathonFinalist · honorable mention for best demo
04 / Projects
Selected projects
Research and hackathon projects that complement the competition results above.
P / 01
LoSoNA
research · evaluationA benchmark for evaluating local social norm adaptation in group conversations.
2026
Paper · dataset · benchmark
View project
P / 02
Multimodal File Search
multimodal · searchA multimodal search system built for fast retrieval across different file types.
4th place + bronze
Huawei Tech Arena Poland · 2023
View post
P / 03
Workplace Incident Reporter
AI · safetyAn AI-powered platform for reporting workplace accidents and improving follow-up.
Top 3 finalist
HackNation PL · 2025
View post
P / 04
Technical Interview Practice
learning · agentsA personalized learning platform for preparing for technical interviews.
Top 8 finalist
OpenAI x AI Tinkerers
View post