David Drummond
Forward Deployed Engineer
I build AI tools — from open-source Rust CLIs to production LLM platforms.
Projects
skill-issue.sh
Static security scanner for AI skill definitions. 50+ rules, single Rust binary, sub-second scans.
Polar Llama
Parallel LLM inference on Polars DataFrames. Cuts batch processing time by 75%.
Tagging MCP
MCP server for fast, parallel CSV tagging with multiple LLM providers.
Coursera Specialization
3-course series on modern data strategy for Generative AI.
MCP Servers
Explore custom MCP servers that extend Claude's capabilities with specialized tools for data processing, classification, and more.
Agent Skills
Browse agent skills that extend AI coding assistants with specialized capabilities for security scanning, data processing, and more.
Experience
Early Career: IT Manager (50+ team) and Top 1% Data Science Freelancer (2017-2020)
Latest Blog Posts
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