TM

Track Record

Enterprise engagements and personal projects with numbers I can trace back to real work.

Enterprise Platform Discovery & Modernisation

Project Proof of Scale

AI-Augmented Discovery - 4–8× Faster Application Understanding

A Nordic enterprise operating a multi-site platform across 20 legacy Java/J2EE applications on end-of-life frameworks needed to understand its complet...

4–8×Understanding speed3 weeksDiscovery timeline187API endpoints mapped
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Enterprise Platform Assessment

Project Invisible Risk

Full-Codebase Discovery - Finding What a Sampled Assessment Misses

A Nordic enterprise needed a technical assessment of its core platform - 97 projects across 17 modules - before committing to a major implementation p...

529Unauthenticated endpoints found100+Business rules extractedZeroMisleading claims
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Mobile Platform Emergency Migration

Project Proof of Speed

AI-Accelerated Migration - Xamarin to .NET MAUI in 4 Days

A Norwegian children's-research non-profit ran an Android-only field app on Xamarin.Forms. Google Play announced it was deprecating Xamarin.Forms supp...

4 daysMigration timeline92%Code preservedZeroRegressions
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Public Sector - Deployment Recovery & Security Discovery

Project The Rescue

Full-Codebase Discovery - 200+ CVEs Found, a 2-Year Deployment Block Resolved

A public institute could not deploy software updates to its own custom hardware for 2 years. Nobody on the team could explain why with certainty - the...

200+CVEs surfaced2 years → resolvedDeployment block3 of 10Active branches identified
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AI Productivity Tooling

Project PresoGen AI

Commercial AI Desktop Application - Multi-Provider LLM Pipeline

Technical presenters waste hours building slides. SaaS presentation tools require subscriptions, upload content to third-party clouds, and offer no aw...

~600Automated tests3LLM providers3Export formats
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Statistical Media & Critical Thinking

Project Antystyki.pl

AI Content Pipeline with Enterprise-Grade Governance

Statistical misinformation spreads because numbers are shared without context or critical interpretation. No platform existed to systematically reinte...

17+Statistical sourcesHuman-in-the-loopAI governance.NET 9 + React 19Stack
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Digital Publishing & E-Commerce

Project Lidka

AI-Assisted Micro-Commerce - Polish Market Integration

A non-technical publisher needed a custom storefront for a Polish children's book and audiobook - with Tpay payments, InPost delivery, and full conten...

DaysBuild timelineFullOwner autonomyTpay + InPostPayment integrations
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Physical Design & Built Environment

Project Domek Dla Dzieci

AI-Native Design Process Applied to Physical Construction

My children wanted a wooden playhouse. I wanted something better than a catalogue product, but this was a family project, not a client engagement or a...

Physical designDomain~1 hourPlanning timePersonal projectEvidence type
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Consumer AI & Personalisation Technology

Project Mana Menu

Enterprise API Discipline Applied to Consumer Product

Building a meal-planning backend that could personalise weekly menus across allergens, cuisines, schedules, and portion models - while supporting a bi...

~657Automated tests37Controllers554Quality-gated recipes
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AI Content Creation & Education

Project Audiobooks for Kids

NotebookLM-Powered Audiobook Series - From Family Question to Full Product

On a family trip to Sicily, my four-year-old kept asking questions about the island's history. I knew nothing about Sicily - we chose it for the price...

Family tripOrigin4-year-oldTarget audienceNotebookLMTool
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Personal Productivity & Content Operations

Project LifeAutomations

AI-Powered Personal Operations Hub

Running a personal brand alongside full-time employment generates a constant stream of content tasks, email triage, social media scheduling, and opera...

7+Active domainsContent opsAutomation typeFull pipelineScope
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Web Development & AI-Assisted Delivery

Project This Website

AI-Built Bilingual Portfolio Platform

A specialist practitioner at a Tier-1 consultancy needed a portfolio site that would convert senior enterprise buyers in both Polish and international...

Next.js 14 + TSStackPL + ENLanguagesVercelDeployment
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