Hi, I'm Dawid.
I bring AI-powered products to life, from the first sketch to the server they run on. Voice agents, RAG on real data, MCP servers, and the product thinking to work out which one you actually need.
See My Work
10+
Years of
experience
Ten years of production code at the intersection of engineering, product and AI. Own products, client platforms, and plenty of legacy brought back to life.
About me
I bridge worlds: design, engineering, product thinking, and AI that actually ships.
I started in marketing and ended up writing production code for a decade - JavaScript, TypeScript, Python and PHP, front and back. Years of that as a Senior WordPress lead; today the centre of gravity is product, AI and automation.
My default build is Payload CMS inside Next.js, React and TypeScript on top, FastAPI and Python underneath, PostgreSQL for data. The AI layer is the interesting part: RAG on Qdrant or pgvector, agents with function calling on Gemini, Claude and OpenAI, custom MCP servers, and voice agents that pick up a real phone line with Soniox and ElevenLabs.
Founder of Heyheyo, an AI receptionist that answers the phone in Polish.
Docker and Caddy on my own VPS rather than a managed platform. Self-hosting is a habit, not a hobby: client data stays on infrastructure I control.
Alongside my own products I keep a high-traffic WooCommerce platform running and modern, where I built the AI layer from scratch and now lead the move toward headless.
My approach is partnership, not outsourcing. I dig into the business first, then decide where technology earns its place. Partner, not vendor.
My Approach
Thinking, not
just coding
Technology is a tool to solve a problem. I start with "why?" and "who is the user?" I combine product thinking with UX, because even the best code is pointless if no one finds it intuitive to use.
Full picture,
full stack
My "A-to-Z" experience - from marketing and design to backend (JS, Python, PHP) - lets me see the project holistically. I understand every stage and can connect the dots others might miss.
AI as a
practical tool
Not a buzzword, but a real business lever. I implement AI and automations that actually save time and money. From language models to process automation, I focus on measurable results.
Speed to
Value
I prefer fast, iterative value delivery. Instead of waiting months for a "perfect" product, let's build, measure, and improve. Real progress and return on investment are what count.
A partnership that pays dividends.
I value an agile approach and open communication. Instead of disappearing for a month, I deliver value in small, iterative steps, constantly verifying the path with you.
My goal is your long-term success. I invest my time to truly understand your business and become an extension of your team, not just an external provider.
Selected projects that
made an impact
Selected client and personal projects.
-
2024-2026.E-commerce · WooCommerce + AI
E-commerce platform - production RAG chatbot, analytics dashboard, gradual headless migration
-
2025-2026.Event site · Vite + GSAP
ICONIC Hip Hop Awards 2026
-
2025-2026.macOS app · Tauri + Rust
Timespector - Privacy-first activity tracker
-
2025-2026.AI tool · Google AI Studio
Talk2Deck - AI presentation generator
-
2025-2026.DevOps · MCP for AI
Twenty CRM Self-host + MCP server
-
2024.FastAPI · Bitrix24 middleware
JCL Transport - Route calculator integration
-
2023-2024.WordPress · AI stories
Two Colours - Agency site
-
2022-2024.WordPress + React bridge
Medical cluster (Karmimy Mysli, Vitalife, Centrum Mind)
-
2022-2024.Enterprise · Configurator
Zoovu Configurators (Karcher, Grohe, Dyson)
-
2021-2023.Real estate · WordPress
Real-estate developer cluster (Grupa RS, Ekodeweloper)
AI & Automation
AI isn't a trend or a buzzword - it's a new tech layer that creates real business advantage.
I build systems that truly integrate AI into business, from simple automations to complex decision-support models. The goal isn't to use AI because it's trendy - it's to solve real problems: reduce costs, speed up processes, or make better decisions based on data.
My approach is pragmatic: I start with your business needs, then choose the right AI tools and architecture. Whether it's a chatbot that actually understands context, workflow automation that saves hours daily, or an intelligent agent that handles repetitive tasks - I focus on measurable impact, not just impressive demos.
Real implementations:
- Chatbots with custom data (RAG on Qdrant + embeddings)
- Voice automation using ElevenLabs and Soniox
- Data analysis & content generation systems
- Workflow automation with n8n + custom TypeScript/Python nodes
- AI prompt engineering panels with real-time chat
- Autonomous AI agents and custom MCP servers
Tech Stack & Tools
Technologies I work with and tools I recommend for modern product development.
Tools I Love & Recommend:
These are the platforms and services I personally use and recommend to clients for rapid development, seamless deployment, and powerful automation.
n8n
Automation without limits
Payload CMS
Headless CMS embedded in Next.js
Qdrant
Vector search for RAG
Supabase
Database, auth, storage
ElevenLabs
Voice AI
Soniox
Realtime speech-to-text
How I Work
Agile implementations with rapid prototyping and iteration.
01. Discovery & Strategy
Understanding your vision, goals, and technical requirements. Defining scope and architecture.
02. Design & Prototyping
Creating wireframes, prototypes, and technical specifications. Validating concepts early.
03. Development & Testing
Agile development with continuous integration. Regular demos and feedback loops.
04. Launch & Optimization
Deployment, monitoring, and performance optimization. Ensuring smooth operations.
05. Support & Iteration
Ongoing support, updates, and feature enhancements based on user feedback and data.
Trusted by - clients I’ve built for
Let's Build Something Bold
Got an idea you want to discuss technically? Need an automation, AI agent, or MVP of your product?