Poznań, Poland · remote
AI on both sides of my work: I build AI systems that answer from real documents, and I ship everyday product software in TypeScript faster with AI in the delivery loop - under tests, review and CI.
Work
What I built, for whom, and what changed because of it.
Enea Operator · AI Engineer & Tech Lead
An assistant that answers technical staff in plain language from the operator’s documentation, pointing to the source of every answer.
3× faster answers after evaluation-driven tuning
Altimi · Full-Stack Developer
A multi-sided education platform rebuilt for self-service and automation across web, mobile and cloud, with AI built into how the software is made.
Web, iOS and Android shipped to Kubernetes on GCP
PUEB · AI Engineer
An assistant that answers questions about university rules from the act in force today, not from one that was amended or repealed.
130 of 132 test questions answered fully correctly
Enea Operator · Backend Engineer
A new backend for the operator’s VR training apps - users, roles and training data - plus a desktop launcher that opens scenarios from a map of sites.
Legacy VR apps kept working through the migration
Own product · full stack and on-device ML
A spare phone becomes a baby monitor with live video and breathing, crying and sleep readings, next to a day planner and an assistant built on sourced knowledge.
Breathing and crying detected on the phone itself
Freelance · full stack and on-chain
A bonding-curve token launchpad whose tokens graduate to a Raydium pool, with a buy-back-and-burn mechanism and operations run by an unattended keeper.
800+ tests including fuzzing; upgrades through a multisig
Freelance · full stack
A bilingual studio website with session booking and deposits, private client galleries with photo selection and paid extras, and an admin panel.
From the client’s brief to a working system in about a week
m8b · Blockchain Engineer
An investment DAO: members deposit funds and vote on-chain, and an execution node carries out approved decisions on decentralised and centralised exchanges.
On-chain votes turned into executed trades
PUEB · Researcher
A research platform that gives different language models the same multi-file coding tasks and compares the vulnerabilities in what they produce.
Vulnerabilities compared model by model
Grantspot · Tech Lead
A search engine that matches funding calls to a company’s profile, with data from many sources normalised by language models.
Polish-aware semantic search on self-hosted LLMs
Insure Tech Industries, Tokyo · Team Lead
A platform for placing foreign workers in Japanese companies: visa paperwork, compliance reports and multi-step approvals under Japanese labour law.
Legally compliant documents generated automatically
I own the architecture, the code and its quality. AI is part of my toolkit: I shape it into repeatable workflows for each project and review everything it touches.
Thousands of fast tests and a CI that runs in under a minute make change cheap and keep every change verified, however it was written.
Evaluation sets, ablations and traces instead of gut feeling: that is how answers got three times faster and wrong answers dropped to zero.
Skills
Every technology is wired to the projects where I used it - the bigger the node, the more often. Hover a node to trace its connections; click a project to open it.
DailyAlso
Path
Industry, Web3 and academia have always run side by side. Every card is something I built or led.
2026
2024-2025
2022-2023
2020-2021
2015-2019
Research
PhD candidate at Poznań University of Economics and Business (in progress). I research how decentralised systems and generative AI can be adopted securely.
7peer-reviewed publications
10+courses taught since 2020, from HTML to neural networks
Teaching keeps me close to the fundamentals - HTML, CSS, HTTP, Python, SQL - while my day job runs on the newest stack.
Contact
Open to conversations about full-stack and AI engineering roles, contracts and research collaborations.