i'm a 20-year-old software engineer and ai builder based in Poland. i specialize in ripping out slow, manual enterprise workflows and replacing them with native, scalable ai pipelines.

i don't just "plug in" ai. i build the bullet-proof backend logic, the async architecture, and the edge-case handling required to make models survive in production environments.

currently architecting enterprise-grade multimodal extraction engines scaling across 21 countries @ inter cars s.a.

i bridge the gap between heavy enterprise operations and modern ai capabilities.

• the problem: large companies rely on rigid legacy template-based ocr tools or slow workflows for processing thousands of complex documents, invoices, and tables. they break on edge-cases.
• my solution: i build custom ocr & vlm (vision-language model) engines from scratch.
• how it works under the hood: i write asynchronous python pipelines deployed on serverless azure durable functions. i use azure ai foundry for data extraction, but i wrap the ai outputs in strict pydantic schemas and heuristic fallbacks. this guarantees 100% predictable, structured json before the data ever hits the company's erp system.

core engineering & cloud infrastructure

ai, data validation & automation

web

• 📉 optimizing cloud costs by routing easy data extraction tasks to deterministic python scripts, saving expensive llm tokens only for complex edge-cases.
• ⚡ exploring the intersection of heavy backend architecture and enterprise citizen development (power platform).

i believe in extreme ownership and adapting fast. at 14, i moved from odessa, ukraine to poland entirely on my own to study. by 19, i broke into the corporate enterprise world. by 20, i landed my software engineering role. i know how to navigate deep waters.

when i'm not writing pydantic schemas or optimizing cloud architectures, you'll probably find me:

• dialing in the perfect cup of specialty drip coffee. ☕️
• hanging out with my girlfriend & our cat, puree (she is the real tech lead around here). 🐾

find me talking about system architecture, ai workflows, and handling AI edge-cases here:

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