Software engineer. I design before I code, and question before I design.

Production-grade RAG is usually treated as either a wrapper over ChatGPT (no isolation, no cost control, no observability) or as enterprise infrastructure (Pine…

Job searching is a high-volume, repetitive process that still requires significant manual effort per application — reading the posting, tailoring the cover lett…

Existing QR management tools were either too limited for enterprise workflows or too complex for small businesses. YRQR needed a platform that could serve both …

Farmers and agricultural technicians had no digital tool to model the nitrogen footprint and carbon credit impact of their practices. Decisions about soil manag…

EV charging fleet operators had no unified interface to monitor station status, track usage across locations, and manage charging schedules. Operators were mana…

Transport and logistics companies face structural pressure to digitalize and reduce environmental footprint as part of EU policy goals — but lack the tooling an…