​I am an analytical Computer Engineering graduate with over four years of experience bridging the gap between high-level architectural theory and real-world system reliability. My career is defined by a "theory-to-practice" pipeline: while earning distinctions in Algorithms and Machine Learning, I simultaneously optimized production environments at Old Mutual and Testronic. ​I don't just follow checklists—I build the tools that automate them. From developing batch-scripted automation for Xbox compliance to architecting a spec-driven development workflow with Kiro AI, I focus on creating "force multiplier" solutions that reduce manual overhead and ensure software performance at scale. ​Currently based in Warsaw and specializing in Web Application Security and Machine Learning, I am seeking to apply my engineering mindset to global-scale challenges. I thrive in the intersection of hardware limitations and software optimization, ensuring that cutting-edge innovation is met with precision and technical excellences.