10+
years in software
From APIs and data to polished product experiences.
Software & AI engineer · Poland / Hybrid
Complex software.
Made intelligent.
What I bring
Production depth, AI-native leverage and product judgment.
For more than a decade, I’ve helped teams in fintech, insurance and idea management ship software that lasts. My work spans backend systems, cloud integrations, data performance and modern web interfaces — usually where the problem crosses neat boundaries.
I use AI where it creates real leverage: understanding systems, exploring options, implementing, refactoring and designing tests. Evaluation, security and maintainability remain engineering constraints — not afterthoughts.
Alongside my main role, I’m actively building an early-stage product of my own — taking it from discovery and system design into implementation while keeping the details intentionally private.
15+
enterprise clients
Including global and Fortune 500 organizations.
AI + eng
augmented delivery
Models for leverage; engineering judgment for reliability.
Selected impact
Engineering with measurable leverage.
A few examples of the problems I like: technically demanding, commercially meaningful and visible to real users.
01
AI-augmented delivery
AI as an engineering system
Building repeatable AI-assisted workflows around discovery, implementation, refactoring and testing — using models as force multipliers while keeping architecture, review and accountability human.
02
Core product performance
Turning minutes into seconds
Redesigned a core enterprise dashboard from scratch, rethinking its data layer, SQL queries and providers to make a complex workflow feel immediate.
03
Connected ecosystems
Enterprise integrations that fit
Architected and delivered Staffbase integrations and client-specific synchronizations for organizations including Mercedes-Benz and Hansgrohe.
04
Confident releases
Quality built into delivery
Introduced practical end-to-end coverage with Playwright and Docker while working directly with clients to turn ambiguous needs into reliable features.
Experience
A decade of building in context.
Currently building at Tide Software and developing an independent product venture in stealth, after five years leading enterprise product work at CrowdWorx.
2026 — now
Software Engineer
Tide Software
Building production software in a hybrid engineering team, with a focus on pragmatic delivery and AI-augmented development workflows.
2026 — now
Founder & Product Engineer
Stealth product venture
Quietly building an early-stage technology product for a high-stakes, real-world domain. Details remain private while the product takes shape.
2021 — 2026
Senior Software Engineer
CrowdWorx
Led development and optimization of an enterprise idea management platform with .NET and Vue.js.
2019 — 2021
Full Stack .NET Developer
Capgemini
Financial software, workflow tools, REST APIs and Azure integrations.
2018 — 2019
Software Developer
FundConnect A/S
Automated fund-document workflows and financial data visualization.
2015 — 2018
Junior Software Developer
X-Code
ASP.NET services, T-SQL optimization, refactoring and unit testing.
Toolkit
AI-native, engineering-grounded.
AI engineering
AI Coding Assistants, Agentic Workflows, Prompt & Context Engineering, Structured Evaluation, Human-in-the-loop Delivery
Architecture
Microservices, Modular Monolith, DDD, CQRS, Clean Architecture
Backend
.NET, C#, ASP.NET Core, Entity Framework, T-SQL, Node.js, Elasticsearch, RabbitMQ
Frontend
Vue.js, React, TypeScript, JavaScript, HTML5, CSS3
Cloud & quality
Azure, Docker, Azure DevOps, GitHub, Playwright, Unit Testing, TDD
Writing
Notes from the build room.
Practical notes about building with AI, evaluating generated work and shipping reliable software around probabilistic tools.
From coding assistant to engineering workflow
How to make AI useful across discovery, implementation, review and testing — without outsourcing judgment.
Evaluating AI-generated code beyond ‘it works’
A practical quality bar for correctness, security, maintainability and fit with the existing system.
From a slow dashboard to a product that feels instant
A practical look at finding the real bottleneck across queries, providers and the frontend.
Have a hard problem?