Cameron Spencer
AI Engineer / Staff Software Engineer
Project Highlights
MCP Server for Blockchain Analytics
Built an MCP server enabling analysts to explore standardized blockchain metrics. Consolidated 10+ tools to 4 and reduced context per call from ~20K tokens to ~200 through progressive disclosure.
TypeScript, MCP, Claude API, SQLite, FTS5
Text-to-SQL Agent over 2PB Data Warehouse
Engineered a chat-based agent that translates natural language to SQL queries over thousands of undocumented BigQuery tables, with automated metadata generation for improved accuracy.
TypeScript, Vercel AI SDK, BigQuery, LLM Agents
Warehouse Packing Application
Developed a custom packing app that cut order errors by 65% and enabled delivery of 5MM+ products. Later added batch packing to halve packing times.
TypeScript, React, Next.js, Node.js