I'm Affa

AI & ML Engineer with 4+ years of experience combined research and industry experience specializing in AI Agent, RAG, MLOps, and deploying scalable, enterprise-grade AI Agent Production Platforms on AWS environments like SageMaker/Bedrock. I engineered a 7+ agent system (e.g., Financial Memo Loan Risk Generator) that achieved a 98.6% reduction in report generation time (from 3 days to ∼1 hour), significantly accelerating client decisions. Furthermore, I developed high-accuracy solutions, including a multi-agent Unified SQL Agent with Guard Rails that cut query runtime to 30 seconds, and RAG pipelines using multi-modal ingestion and decomposition to achieve >90% human-evaluated accuracy. Certified TensorFlow Developer and mentor with 10+ AI classes taught (avg. 4.8+ rating).