AI Engineer & Technical Lead building production agentic systems.
10+ years from .NET enterprise platforms — Toyota Motor Europe core product, release manager across every EU tenant — to Python agentic systems. I build and run multi-agent fleets in production, and lead delivery end to end: architecture, team, release.
The engineer for the AI era.
10+ years architecting enterprise software, now amplified by AI-native workflows — I deliver the output of a team without the overhead of one.
About Me
I'm an empathetic leader and senior engineer who combines technical excellence with a human-centered approach. My passion lies in architecting elegant, scalable solutions and mentoring others to achieve their best.
From life-saving emergency services software, through enterprise releases at Toyota Motor Europe, to a privacy-preserving federated learning platform for healthcare research — my journey has always been about tackling complex challenges. Today that means multi-agent systems I run in production daily. I thrive on clean, self-documenting code and believe firmly in the principle: "UI & UX is like a joke. If you have to explain it, it's not good."
10+
Years of Experience
300+
Students Mentored
20+
Developers Coached
Experience
2026 — Present
Freelance Software Engineer, 42 Coffee Cups
Maintaining and extending a large legacy Python platform as an external contractor, running an AI-agent-assisted workflow across ticket analysis, implementation, and PR review.
2024 — Present
Creator & AI Systems Architect, KindSolutions
Building and running Raven, an agentic fleet orchestration platform — multi-agent orchestration, RAG-backed persistent memory, and traceable 24/7 operation as the layer real client work runs on.
2024 — 2026
Lead Solution Architect, Asclepyus Srl
Led system architecture and delivery for PRIME CARE, a privacy-preserving Federated Learning platform for healthcare research.
2021 — 2024
Technical Lead, Solvti
Secured a long-term enterprise client with a .NET MAUI application built from scratch, and drove company-wide AI adoption as AI ambassador.
2019 — 2021
Release Manager, Neseex
Managed all European deployments for Toyota Motor Europe's core internal software, after growing from mid-level to senior full-stack developer on the same product.
2018
Middle .NET Developer, Teleste
Developed critical EU-financed emergency services systems — used by Police and Ambulance services — while still a university student.
Selected Projects
Raven — Agentic Fleet Orchestration Platform
2024 — Present · Creator & AI Systems Architect
A multi-agent orchestration harness I built and run every day: persistent lead/worker agent sessions, RAG-backed cross-session memory, append-only trace journals, and self-healing supervision. It runs 24/7 as the operating layer for real client work — ticket analysis, implementation fleets, PR review pipelines.
VoiceMode — Open-Source Contributions
2026 · Upstream Contributor
Authored VOICEMODE_STT_PROMPT (PR #234, merged) for this open-source voice MCP server — Whisper vocabulary biasing for domain jargon and proper nouns, now part of the project's documented configuration surface and test suite. Also root-caused and wrote the first implementation of native Windows support, credited by name in the PR that shipped it.
Awesome .NET MAUI helper — public custom GPT
2023 — 2024 · Creator
A public custom GPT covering .NET MAUI, mobile UX/UI, and CI/CD automation for building, signing and publishing apps. 10K+ conversations and 4.1★ from 100+ ratings — the top .NET MAUI GPT by conversation count in store search, built within weeks of custom GPTs launching.
PRIME-CARE — Federated Learning Platform
2024 — 2026 · Lead Solution Architect
Led development and system architecture for Asclepyus's federated learning platform for healthcare research — backend services, REST API and web application, with event-driven messaging and a full observability stack. Worked alongside PhD researchers and university professors, with model tuning owned by the research side.
Toyota Motor Europe Internal Platform
2019 — 2021 · Full-Stack Developer → Release Manager
A core internal product for Toyota Motor Europe, not a plugin. Grew from full-stack developer into the core DevOps team, coordinating releases across every European tenant and building internal frameworks that other teams adopted.
Kredek CMS
2017 — 2019 · Solo Developer
A content management system for programming lectures and course management at Wrocław University of Science and Technology, serving 300+ students. Delivered solo as a junior developer. Selected for preservation in the GitHub Arctic Code Vault in 2020.
Ready to Transform Your Technical Challenges?
Whether you're building the next big thing or solving complex enterprise problems, I bring the expertise and leadership to make it happen.
- Enterprise-scale architecture expertise
- Proven track record with critical systems
- Clean, maintainable code philosophy
- Strong technical leadership
Let's Connect
Typical response time: Within 24 hours