AI Automation Engineer & Founder – AI-Integrated Workflow Systems (Labeling + Classification)
Led the architectural design and implementation of AI-powered workflows utilizing LLM APIs for classification, scoring, and routing, involving the structuring and handling of large text datasets. Developed multi-step backend automation pipelines and orchestrated human-in-the-loop annotation workflows with operational oversight. Prototyped and productionized scalable decision engines that utilized LLM outputs and multi-agent systems for text enrichment and categorization. • Designed and maintained workflows using OpenAI and Claude APIs for dataset classification. • Developed and deployed human-in-the-loop tools for operational approval and feedback integration. • Built batch processors and workflow modules handling scaling, aggregation, and exception handling for classification and annotation. • Implemented telemetry for routing analysis and continuous data improvement.