Personal details
Kuba
Based in: 🇵🇱 Poland
Timezone: Warsaw (UTC+2)
Summary
Data scientist with NLP expertise and software development background
(Python), whose responsibilities cross over with product ownership.
Interested in recent advancements in AI (e.g. ChatGPT, Stable Diffusion).
Technical skills
Other skills
Work Experience
Founder
Stelvio.app | Nov 2022 - Present
Python
AWS Lambda
AI (artificial intelligence)
Product description: AI illustration generator - provide text description and get a new illustration in the same style (as other illustrations in a predefined set of illustrations).
Responsibilities: Built the whole product by myself. From an idea (October 2022) to a working product (April 2023):
● AI: custom Stable Diffusion model (LORA, Textual Inversion, Dreambooth)
● Back-end: Python, AWS Lambda, serverless GPU (Hugging Face + Banana.dev)
● Front-end: no-code (Bubble.io)
● Other: Stripe, Figma
Lead Data Scientist
Billennium | Feb 2021 - Oct 2022
Azure
Built an information retrieval system deployed on Azure infrastructure with following components: #entity extraction, #text embeddings (BERT model), #clusterization (HDBSCAN).
Phases: research and productionalization.
Responsibilities:
● Manage stakeholders;
● Gather requirements;
● Set priorities;
● ML research and Python development;
● Remove obstacles blocking the team;
● Communicate with other streams.
Education
University of Wrocław
Master's degree・Applied Mathematics
Aug 2013 - Jun 2016
University of Wrocław
Bachelor's degree・Applied Mathematics
Sep 2010 - Sep 2013
Certifications & Awards
Professional Scrum Master I - 2016.12
Dec 2016