At Ready Tensor, I built the backend and cloud architecture for Clyep, turning PowerPoint and PDF files into narrated, animated explainer videos. I owned API design, rendering pipelines, and data architecture, deploying FastAPI, ECS Fargate, AWS Batch, Aurora PostgreSQL, and AWS CDK.
I've also built multi-agent evaluation and semantic search systems, including sub-second retrieval across 2,000+ documents, and drove the platform's first 6,000+ registered users through AI-driven lead generation. Beyond product work, I authored AI engineering certification curricula for 30,000+ learners covering LangGraph, RAG, MCP, fine-tuning, evaluation, and deployment.
