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@Mellow-Artificial-Intelligence

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colesmcintosh/README.md

Cole McIntosh

Full Stack Engineer & Founder

Building AI systems that earn trust — agents, RAG, and structured extraction.

Portfolio Mellow AI LinkedIn Email

Tech Stack

TypeScript Python Rust Go Next.js React Node.js LangChain Pydantic AWS Azure GCP

Projects

Project Description
openextract Structured extraction from documents, images, audio, and video using LLMs
langchain-salesforce LangChain integration for Salesforce CRM — SOQL, schema, CRUD
vector-vault High-performance vector similarity search with LSH, in Go
pdfmd Fast PDF to Markdown converter in Rust
pycuda-numpy-vector-ops Accelerating NumPy vector operations with PyCUDA

Open Source Contributions

LangChain SmolAgents LiteLLM Pydantic AI Goose

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  1. langchain-salesforce langchain-salesforce Public

    Langchain integration for Salesforce CRM, providing tools for SOQL queries, object schema inspection, and CRUD operations through Langchain's framework

    Python 6 3

  2. vector-vault vector-vault Public

    A high-performance vector similarity search engine with LSH (Locality-Sensitive Hashing) optimization, written in Go.

    Go 2

  3. pycuda-numpy-vector-ops pycuda-numpy-vector-ops Public

    Accelerating NumPy Vector Operations with PyCUDA

    Jupyter Notebook

  4. logit-control logit-control Public

    Control LLM token generation by directly manipulating logits to enforce structured outputs. Built with Hugging Face Transformers and demonstrated using Qwen2.5-0.5B.

    Python 2

  5. pdfmd pdfmd Public

    Fast PDF to Markdown converter in Rust

    Rust

  6. Mellow-Artificial-Intelligence/openextract Mellow-Artificial-Intelligence/openextract Public

    Extract structured data from documents, images, audio, and video using LLMs.

    Python 16 2