At Sarolta Technologies, I architect Buildfactory, an in-house neuro-symbolic AI delivery system coordinating requirements, specifications, tests, coding, independent review, acceptance evidence, and controlled recovery.
I design AI coding workflows with bounded responsibilities, deterministic gates, model and provider routing, provenance, traceability, and human oversight. I also translate product intent and PRDs into explicit requirements, testable behavior, acceptance criteria, and evidence.
My work separates implementation from verification through independent QA/QC, adversarial review, drift detection, and fresh-artifact validation. I conduct R&D on AI-native SDLC processes, including AI-driven test generation, automated code review, and agent-based CI/CD orchestration.
My systems work also includes CompleteSender MTA, for multi-tenant mail-transfer orchestration, and PageConverter, for bulk migration of legacy pages into editable WordPress/Elementor blocks. I focus on dependable software, infrastructure, and operational workflows, with attention to governance, quality, security, and privacy.
