At Creative Information Technologies, I built and run a 400-table data lake on Amazon S3 and S3 Tables, with bronze, silver, and gold layers and Snowflake as the main warehouse. Ingestion from production databases through AWS DMS, AWS Lambda, and scheduled jobs cut reporting latency from one day to 15 minutes.
I moved more than 1,000 weekly reports and every real-time dashboard off the operational database, reducing peak-hour database load by 50%. I also built a model-agnostic MCP server that lets executives query the data lake in natural language, handling about 1,200 queries a week.
At Law Offices of Barry G. Doyle, I built a RAG pipeline over case documents that cites its sources, cutting file lookup from about 10 minutes to seconds. I also developed a Deposition Manager and a Treatment Monitoring System integrated with Google Workspace, Zoom, RingCentral, and Zapier.
At Flujoo, I cofounded an AI studio and built custom agents and MCP servers, including a WhatsApp booking agent and a real-estate chatbot. I also built and operate an ecommerce platform serving more than 2,000 users.
