There's a category of work I find genuinely compelling: building things that give people and businesses an outsized return on their time and attention. Not marginal gains. Real leverage. That's what pulled me deep into AI and automation, and what keeps me there.
My path here wasn't linear. I started out building websites and e-commerce stores, did a fair amount of digital marketing and scripting automations, all while studying applied computer science. Over time, that hands-on experience naturally evolved into full stack web development, which then led me straight into AI. The whole journey turned into my biggest advantage.
Most engineers understand what's technically possible, but I also understand what actually moves the needle in a business. I think about conversion rates, distribution, and unit economics as naturally as I think about system architecture. When you understand both sides, you build different things. Better aimed things.
I'm convinced we're still very early in AI adoption. The gap between what the technology makes possible and what most organizations are actually doing remains enormous. That gap is where I want to work.
Currently, at Let's Automate, I design autonomous agents and complex automations that don't just reduce costs or save hours, but fundamentally change how work happens. The best automation doesn't feel like automation. It feels like a new capability.
On the side, I build my own products like Sneaky AI, Not Now, and Autoportraits. For me, building is the best way to think through problems; you don't truly understand something until you've shipped it.
When I step away from the keyboard, I stay grounded with lifting weights, reading books, and a probably unhealthy obsession with how complex systems hold together.
Full-Stack Developer at "Let's automate"
Designing and deploying autonomous AI agents and complex automations to transform business workflows from the ground up.
- Designed and implemented complete system architectures from scratch, owning frontend, backend, databases, and cloud infrastructure.
- Built an autonomous AI agent for a large B2B e-commerce client that accelerated sales representatives' workflow by 10x and automated core sales processes.
- Engineered workflows with shared global context, long-term memory patterns, and hybrid search RAG to autonomously process complex multimodal data (text, vision).
- Implemented LLM observability and security pipelines, including automated evaluation (LLM-as-a-judge), dynamic token-cost routing, and robust defenses against prompt injection and jailbreaking.
- Operate as an AI-native developer, utilizing spec-driven development, context engineering, and advanced AI tooling (Cursor, Claude Code, Codex) to optimize the entire software delivery lifecycle, from initial planning and autonomous code generation to testing and production deployment.
Founder of "Sneaky AI"
A native macOS AI assistant that provides real-time, context-aware suggestions during meetings and interviews while remaining completely invisible.
- Implemented blazing-fast speech-to-text using both cloud APIs and on-device ML models (Whisper.cpp, Nvidia Parakeet).
- Engineered a sliding context window system for LLM requests to maintain perfect meeting context while drastically reducing API costs.
- Built natively in Swift to ensure zero latency and a seamless, undetectable background presence during intensive video calls.
- Designed specifically for Apple Silicon. Currently using a hybrid architecture while waiting for local LLMs to become capable enough to transition the entire pipeline to a fully on-device, privacy-first model.
Founder of "Not Now"
An intentional iOS app blocker that introduces engaging friction, such as solving math equations, passing a geography test, or completing a breathing exercise, before allowing social media access. Available on the App Store.
- Scaled to over 1,000 active users with an exceptional 20% paywall conversion rate.
- Bypassed native iOS Screen Time limitations by engineering a custom Apple Shortcuts integration to force interactive challenges.
- Solved complex logical challenges and race conditions, highly optimizing the Swift codebase for instant, reliable app interception.
Founder of "Autoportraits AI"
A one-time purchase product that trains custom LoRA models on user selfies to generate highly realistic business headshots, saving users a trip to a professional photographer.
- Built a complex 30-minute training and inference pipeline using Flux Dev, Replicate, Fal AI, and upscalers, built in early 2024 before the era of easy one-shot generation models.
- Successfully solved hard problems around 1:1 facial likeness accuracy, prompt optimization, infrastructure costs, and data security.
- Bootstrapped the product to over 100 paid orders. Built with Next.js, Supabase, and Stripe.
Frontend Developer at "Code Agency"
Code Agency is a software house specializing in designing and developing mobile and web applications for B2B clients and startups.
- Participated in the full end-to-end implementation and deployment of the new software house website.
- Managed advertising campaigns and user acquisition strategies for clients' mobile applications.
- Acquired new customers in a subscription-based model for language learning applications.
- Continuously optimized and improved existing frontend solutions to ensure better performance and user experience.
Freelance Frontend Developer & SEO Specialist
Designed high-converting web experiences and executed technical SEO strategies for tech-focused clients.
- Achieved a 1355% increase in organic traffic within just 7 months for a major Polish tech and computer portal.
- Redesigned key landing pages and optimized user flows, increasing lead generation conversion rates by over 40%.
- Independently managed UI/UX design in Figma, implemented complex web analytics tracking, and developed performance-optimized frontend code.
React
Next.js
Astro
TypeScript
Tailwind CSS
shadcn/ui
Radix UI
TanStack
Node.js
Python
PostgreSQL
Redis
Supabase
Firebase
Better Auth
Stripe
OpenAI API
Anthropic API
Gemini API
Hugging Face
Replicate
Fal AI
OpenRouter
Pandas
Jupyter
AWS
Google Cloud
Vercel
Docker
Git
Vitest
Playwright
Puppeteer
n8n
Figma
Framer
WordPress
Swift
RevenueCat
Convex
Clerk
- Listening > speaking.
- Underpromise, overdeliver.
- Explore and try new things.
- Don’t be afraid to ask a question.
- Never give up. Never ever. Stay in the game.
- Be endlessly curious. Hang out on the edges.
- Knowledge is the compound interest of curiosity.
- Our life is shaped by our mind; we become what we think.
- Do not let the expectations of others drive your actions.
- Small details build the big picture. Think in first principles.
- Your habits make you. Stick to simple rules. Days with 0 output are the killers.
- All the real benefits in life come from compound interest.
- Love and focus on family.
- Unmitigated daily discipline in all things. It will make or break life.
- Don’t be the smartest person in the room.
- The best view comes after the hardest climb.
- Learn to write and speak well. Think in writing.
- Protect your attention like your life depends on it. It does.
- Action beats overthinking. Start before you feel ready.
- Slow is smooth. Smooth becomes fast.
- Strong body, strong mind, stronger life.
- Comparison kills energy. Compete with your past self.
- The right people multiply your life. The wrong people divide it.
- Learn to be calm under pressure. Calm is a competitive advantage.