Cole McIntosh

AI & Full Stack Engineer

AI and Full Stack Engineer passionate about building next-generation AI systems, with expertise in Large Language Models and AI Agents. I create intelligent, autonomous solutions that transform complex challenges into innovative opportunities, consistently pushing the boundaries of artificial intelligence.

Supporting Local Innovation

I support Boulder's entrepreneurial ecosystem through my investment in Fuse Jewelry Bar, a pioneering permanent fine jewelry experience that combines custom design with innovative welding technology.

Visit Fuse Jewelry Bar

Featured Projects

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Vibe Security AI

AI-powered CLI tool for code security analysis using Claude 4 Sonnet.

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cursor.solutions

An open source everything website for Cursor AI.

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Chain of Thought Reranking

A technique to optimize LLM responses by extracting and refining their internal reasoning chains.

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AWS Knowledge Base RAG

How to query an AWS Bedrock Knowledge Base using the RetrieveAndGenerate API.

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LangChain Salesforce

A LangChain integration package that enables seamless interaction with Salesforce CRM data in LLM applications.

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NumPy MCP Server

A Model Context Protocol server for performing numerical computations through LLMs using NumPy.


Open Source Contributions

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LangChain

Popular framework for building LLM-powered applications and agents.

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Goose

Block's Goose project, an open source initiative for AI Agents.

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Smol Agents

Huggingface's project focused on lightweight, efficient AI agents.

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LiteLLM

Open-source LLM Gateway that allows calling 100+ LLM APIs in the OpenAI format.