I’m a product-focused software generalist with over 15 years of experience across diverse domains, including EdTech, HRTech, and MarketingTech. I’ve contributed to web projects at every stage – from concept and design to full-stack implementation and system architecture, often in resource-constrained environments. For the 5 recent years I’ve been expanding my skills from software into ML/AI territory. I specialize in NLP and one of my value proposals are dedicated lightweight language models that outperform and outprice LLMs. My approach combines technical depth with curiosity for cross-domain problem solving, I enjoy shaping products that work in the real world and bring real value to users. Notable highlights: - Built data-scraping, ETL pipeline and AI models for DevScanr (& LeadScanr) - Built a full-stack architecture from scratch for PowerToFly - Consulted on QA and architecture for Kamu’s acquisition by Epic Games - Engineered reactive, event-driven systems and embedded tools for niche domains - Mentored dozens of engineers, many now senior in their fields Curious and hands-on by nature, I thrive in roles where I can contribute across the stack, apply my extensive technical expertise, and help turn ideas into working products.…I’m a product-focused software generalist with over 15 years of experience across diverse domains, including EdTech, HRTech, and MarketingTech. I’ve contributed to web projects at every stage – from concept and design to full-stack implementation and system architecture, often in resource-constrained environments. For the 5 recent years I’ve been expanding my skills from software into ML/AI territory. I specialize in NLP and one of my value proposals are dedicated lightweight language models that outperform and outprice LLMs. My approach combines technical depth with curiosity for cross-domain problem solving, I enjoy shaping products that work in the real world and bring real value to users. Notable highlights: - Built data-scraping, ETL pipeline and AI models for DevScanr (& LeadScanr) - Built a full-stack architecture from scratch for PowerToFly - Consulted on QA and architecture for Kamu’s acquisition by Epic Games - Engineered reactive, event-driven systems and embedded tools for niche domains - Mentored dozens of engineers, many now senior in their fields Curious and hands-on by nature, I thrive in roles where I can contribute across the stack, apply my extensive technical expertise, and help turn ideas into working products.WWWW…