AI: Execution Over Hype
AI is a powerful tool, but it's not a magic wand. I use it daily as a force multiplier to deliver stable, high-value software, faster—without ever sacrificing quality. My approach is pragmatic, focused on measurable business results.
My Core Principles
Control is Everything
I use AI-assisted tools like Cursor, WebStorm and all leading AI models to accelerate my workflow. The goal is assistance, not abdication. Full tests coverage, especially for backend which decides businees outcome.
Generic AI Gives Generic Results
My real leverage comes from building custom tools on top of leading AI processes. I'm creating my own specialized tooling for over a decade and and AI I use is getting hyper-specific context to ensure the output is precise and valuable.
I use over 1B tokens of AI per month on Cursor alone.
To reach the market, I orchestrate AI. Lower costs, consistent efficiency. Less management, more delivery.
Stats from January 2026
Proof, Not Just Promises
This isn't theoretical. It's about practical application and turning business goals into working systems.
AI for Software Development
Speed to market is everything and I use AI heavily to make that happen. Over a decade in CTO roles I built processes for how to structure code and busineess processes. I used to onboard devs from junior to senior - now I onboard AI as a devs team, and it loves my clear naming conventions and structure. This way I deliver high-quality at high-pace.
Content at scale with AI
I built a full process pipeline and tools to create content at scale with AI. A fully automated system for a niche website. The quality of that content depends on your prompts, processes, and data sources.
The Bottom Line
AI is a powerful amplifier, but it is not a substitute for solid engineering principles. When we partner, you get a technologist who leverages AI pragmatically. To accelerate development, solve complex problems, and deliver measurable business value, with quality and stability at it's foundation.
Ranked in the top tier of freelance talent based on Upwork client reviews. Proven reliability on large, complex, and high-budget enterprise contracts.
Rigorous screening by Toptal.com passed by only the top 3% of developers worldwide. Guaranteeing elite technical problem-solving.
Flawless execution history verified by Upwork client reviews. Every project delivered to complete client satisfaction with zero friction.