Building document processing platforms that combine AI models with tools, memory and supervisors to deliver auditable, enterprise-grade automation.
Bridging the gap between fast experiments and robust production systems through proper architecture, testing frameworks, data curation, edge case hunting and evaluation systems – the unglamorous operational work that makes demos trustworthy.
Designing with flexible interfaces and smart decomposition so platforms stay relevant as models improve rather than getting replaced by them.