At Threecolts, I build AI-powered marketplace listing automation that cut manual preparation and keyword research to under five minutes per record. I engineered LLM and embeddings pipelines for product classification, schema mapping, and compliant listing copy.
I've improved production reliability through Amazon SQS event-driven processing, deterministic AI output validation, Amazon SP-API integrations, and MongoDB Atlas optimisation. My database and caching work delivered 40–70% faster execution, while AWS tuning and lifecycle improvements reduced costs and improved application process time by 50%.
I also lead React migrations, create reusable component systems, write technical specifications, mentor developers, and run sprint planning with senior stakeholders.
