Cole McIntosh
cole@staymellow.ai · github.com/colesmcintosh · PDF ↓ · colemcintosh.io/resume
Agents and structured extraction on LLMs. Founder of Mellow AI. 400+ public merged PRs.
Experience
- Production LLM systems: agents, RAG, extraction, evals.
- OpenExtract (PyPI): typed extraction across 11 providers.
LLM document extraction and Python services for delinquency ops.
Internal automation for the ghost kitchen network.
Reporting infrastructure and SQL/Python pipelines.
Open source
Providers, GPT-5 support, Model Armor, usage analytics.
xAI provider config, settings, and search tools.
MultiStepAgent refactor, Bedrock keys, executor fixes.
Salesforce integration docs.
OpenAI org and project support.
Packages
Typed extraction across 11 providers.
SOQL, schema inspection, and CRUD for LangChain.
PDF → Markdown · ~2,200 pages/sec.
Vector search with locality-sensitive hashing.
NumPy computation for agents. On PyPI.
Writing
Agents SDK, corrective RAG, metaprompting.
Llama 3.2 3B on GSM8K (GGUF), Halcyon-1B.