Built a custom ReAct agent with MCP integration to enable conversational analytics engineering.

Developed an internal agent builder to allow domain experts to create agents independently.

Deployed a remote MCP server with proxied tools for improved latency and security.

Drove AI community engagement through technical presentations & documentation, prompting consultation, OSS contributions, and AI tooling adoption, reaching 120+ internal users.

Regularly met with strategic partners and customers across the AI industry to drive collaboration and industry insight.

Advocated for the creation of the AI team and was a founding member.

Led development of an open-source MCP server, achieving 11,000+ monthly downloads.

Designed and implemented a complete RAG pipeline with pgvector, enabling 1,000+ chunk embeddings per day with advanced enrichment, reconciliation, and retrieval.

Partnered directly with the CEO to deliver a POC demo for a frontier AI lab under a tight deadline.

Implemented an AI evaluation test suite, including text-to-SQL compilation assertions.

Deployed an LLM-powered resource generation service with structured outputs and post-processing, achieving 10× user adoption in 5 months.

Won company hackathon with a RAG-based SQL generation project that became a released product feature.

Researched metadata embedding strategies to optimize RAG retrieval parameters.

Implemented a high-throughput multi-database SQL transpiler proxy and JDBC to Arrow Flight SQL translation service.

Developed a SQL parser to sanitize custom dialect to enable secure multi-tenant execution.

Built SQL-to-Semantic Layer compilation engine using Apache Calcite, enabling BI dashboards to reliably run a custom SQL dialect.

Built distributed WebSocket & Web3-based client authentication for Golang microservices and internal web app

Created Golang APIs for the user-simulator & rideshare dispatching microservices

Independently developed React & Next.js user mapping software with the MapBox API

Developed an agent-based tokenomics simulation in Python with the cadCad library