Artificial Intelligence Methods [ARISS]
2022/23Instructors: K. Duzinkiewicz, A. Kwasigroch, R. Śmierzchalski, Z. Klawikowska, A. Mikołajczyk-Bareła, M. Grochowski, B. Puchalski, M. Ferlin
Resume
experience
Senior AI Engineer
Chaptr.AI
Nov 2023 – Present · Remote
- – Co-built Reedy with the team — an AI-powered metadata platform for publishers (keyword generation, THEMA codes, trend analysis, SEO descriptions)
- – Worked on RAG pipelines, LLM-based agents, and multimodal AI features
- – Contributed to TTS, ASR, image generation, and video generation pipelines
NLP Team Leader
VoiceLab.AI
Dec 2021 – Nov 2023 · Gdańsk, Poland
- – Part of the team that created TRURL (2-7B & 2-13B) — the first Polish LLM, 2k+ downloads each on HuggingFace
- – Co-trained vlt5-base-keywords (14.8k downloads/mo) and herbert-base-cased-sentiment (28.5k downloads/mo) with the team — popular public Polish NLP models
- – Worked on training pipelines using PyTorch, T5, BART, GPT
- – Helped manage 40+ private and 7 public models on HuggingFace for production NLP systems
ML Expert
Designbotic
Mar 2023 – Aug 2023 · Sopot, Poland
- – Assisted in developing an AI application for architectural studios
- – Worked on image classification with custom CNNs (PyTorch, ONNX)
ML Expert
Zatoichi
Mar 2022 – Sep 2022 · Warsaw, Poland
- – Developed AI application for detecting and reading product expiry dates
- – Designed algorithms to help blind and visually impaired people
- – Worked on detection and OCR using PyTorch and OpenCV
Machine Learning Researcher
VoiceLab.AI
Mar 2020 – Nov 2021 · Gdańsk, Poland
- – Initially worked in ASR team on voice style transfer
- – Developed solutions for punctuation restoration, sentiment analysis, topic modeling, intent recognition, NER, and keyword generation
Research Assistant
Gdańsk University of Technology
Jun 2018 – Jun 2024 · Gdańsk, Poland
Research Intern (XAI Center)
UNIST
May 2019 – Jun 2019 · Ulsan, South Korea
Research Assistant & C++ Developer
Institute of Electrical Engineering
Jul 2014 – Nov 2016 · Gdańsk, Poland
Junior EMC Engineer
Institute of Electrical Engineering
Jul 2013 – Aug 2013 · Gdańsk, Poland
education
PhD Machine Learning (Bias Detection & Mitigation)
Gdańsk University of Technology
2017–2023
MEng Control Theory
Gdańsk University of Technology
2016–2017
BSc Automation Control and Robotics
Gdańsk University of Technology
2012–2016
teaching
University teaching at the Faculty of Electrical and Control Engineering, Gdańsk University of Technology.
Artificial Intelligence Methods [ARISS]
2021/22Instructors: K. Duzinkiewicz, A. Kwasigroch, R. Śmierzchalski, Z. Klawikowska, A. Mikołajczyk-Bareła, M. Grochowski, B. Puchalski, M. Ferlin
Modelling and Fundamentals of Identification
2021/22Instructors: K. Duzinkiewicz, A. Mikołajczyk-Bareła, M. Grochowski, B. Puchalski
Modelling and Identification
2020/21Full-time MSc studies in Automation and Robotics, semester 1
Instructors: K. Duzinkiewicz, A. Mikołajczyk-Bareła, M. Wołoszyn, M. Grochowski, M. Ferlin
Artificial Intelligence Methods - neural networks and fuzzy systems
2020/21Full-time MSc studies in Automation and Robotics, semester 1
Instructors: K. Duzinkiewicz, A. Mikołajczyk-Bareła, M. Grochowski
Modelling and Fundamentals of Identification
2020/21Full-time BSc engineering studies in Automation and Robotics, semester 5
Instructors: K. Duzinkiewicz, A. Mikołajczyk-Bareła, M. Grochowski, B. Puchalski
Artificial Intelligence Methods
2020/21Instructors: K. Armiński, R. Śmierzchalski, A. Mikołajczyk-Bareła
skills
LLMs & AI Agents LLM Training · Fine-tuning · RAG · LangChain · Agentic Pipelines · Prompt Engineering · Evaluation · Pydantic · OpenAI / Claude / Gemini / Llama
NLP & Speech Transformers · BERT · GPT · TTS · ASR · Sentiment Analysis · NER
Computer Vision & Multimodal EfficientDet · DETR · Mask R-CNN · GANs · Vision Transformers · Image Generation · Video Generation
Explainable AI Attention Maps · Counterfactual Analysis · Bias Detection · Global Explanations
Data & Annotation Dataset Curation · Annotation Pipelines · Data Cleaning · Benchmarking · Crowdsourcing
ML Engineering Python · PyTorch · HuggingFace · ONNX · Model Training & Deployment
awards & honors
2025
- → Contributing AI Expert at hAI Magazine — authoring articles on multimodal LLMs, DeepSeek, and more
- → Jury Member, Quantum AI Foundation Competition for Best AI Theses in Poland (2025 & 2026)
- → Over 3200 citations on Google Scholar
2024
- → Former Member of PL/AI Advisory Group (Ministry of Digitalization)
- → Nominated as Top 10 Women in Data Science Poland
2023
- → Over 1500 citations on Google Scholar
- → Nominated as Top 100 Women in AI Poland
- → Named among "23 Most Influential Poles in AI" by My Company Polska
- → Named Top Women in AI in Poland
- → Co-creator of "the Keygen" newsletter about AI
- → Part of the team that developed TRURL.AI, first ChatGPT alternative in Poland
2022
- → ML Expert for "Susana" — helping blind people read product dates
- → ML Expert for "Next Designer" — AI for architectural plans
- → Co-organizer of PolEval 2022
2021
- → Organizer and team member of HearAI project
- → Organizer of PolEval 2021, author of first Polish punctuation restoration corpus
- → Organizer of Detect Waste in Pomerania project
- → Co-organizer of Hack4Environment hackathon
- → Contributed to detect waste project, published in Waste Management (IF=6.178)
2020
- → Principal Investigator, NCN PRELUDIUM 18 Grant (2019/35/N/ST6/04052) — 138,240 PLN for detecting and reducing data bias with XAI
- → Member of the Board, Tri-City AI Bay club
2019
- → Organisation of IAV Cup 2019
- → Best seminar paper, "Zastosowanie Komputerów w Nauce i Technice" 2018 cycle
2018
- → Member of GUT Faculty Council
- → Representative of PhD Students at Faculty Council
- → 2nd place, Prof. Romuald Szczęsny Award for best master's thesis in modern technologies (PPNT Gdynia)
- → 2nd prize, Young Author Best Paper Award (IIPhDW 2018) for oral presentation on data augmentation
- → 1st place, "Young Innovators 2018" for best master's thesis in automation, robotics, and measurement
- → "Diploma of the Year" for best master's thesis at the Faculty of Electrical and Control Engineering, GUT
2017
- → Rector's Scholarship for the best students
- → 1st place, "Young Innovators 2016" for best engineering thesis in automation, robotics, and measurement
2016
- → Rector's Scholarship for the best students