We do not just discuss what to build, but why we are building it. I clarify business goals, target audience, and success criteria. Solving the wrong problem is the biggest waste of time.
Before writing code, I design a scalable architecture. Today's quick fix should not become tomorrow's technical debt. Scalability and performance are built into the plan from day one.
Clean code, tests, and weekly demos. You can track progress transparently through GitHub or Linear. The development process is not a black box, it is an open book.
Comprehensive documentation and smooth hand-off. Whether I transfer it to a team or continue managing it myself, I stay responsible for the system's long-term maintainability and documentation.

Queue-based Telegram broadcasting bot that respects strict API rate limits for 20k+ users.

An intelligent automation that audits AI-generated email responses via an 'LLM-as-Judge' layer to minimize error rates, and escalates to a human agent when necessary.

AI powered automatic product description generator in 5 seconds.

“One of the biggest "aha moments" in my career was realizing that a legacy codebase was actually paying entire company's salaries. Since then, I consider the commercial value of every line of code I write, right alongside its technical excellence.”
With 4 years of experience in IoT, logistics, and insurance technologies, I build systems that produce real business output without compromising on clean, maintainable code. The IoT integration I developed saved 100,000€ per month ; the automation infrastructure I built reduced a health insurance company's workload by 75%.
Today I work on AI agent architectures and Full-Stack systems. My focus is always the same: reliable, cost-effective, and scalable solutions. If you want to turn technical investment into business outcomes let's build it together.
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My Process
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