At Hotlas, I built a tool-using AI agent that matches or creates products from invoices and other sources, using RAG over pgvector and human review. In a manual review of real customer invoices, about 90% of its suggestions were accepted as-is or with minor edits.
I also delivered AI-assisted customer onboarding that reduced onboarding time from weeks to a few days, and built the AWS infrastructure behind serverless LLM pipelines. As technical lead in a small product team, I owned architecture decisions, code review, and production releases.
Before Hotlas, I developed the Ad Quality product at SOOMLA / ironSource, including the ad review dashboard that became a key feature behind the product's acquisition. Across earlier roles, I delivered web applications, APIs, and product features with teams at CTDev, Bookaway, and VironIT LLC.
