pguso - Overview

Hi there, I'm Patric Gutersohn 👋

About Me

I'm passionate about demystifying AI and building educational resources that help developers understand complex concepts from first principles. My mission is to break down black boxes and show how things really work under the hood.

const patric = {
    focus: ["AI Agents", "RAG Systems", "Web Development"],
    philosophy: "No black boxes, real understanding",
    approach: "Build it from scratch, learn the fundamentals",
    techStack: {
        languages: ["JavaScript", "TypeScript", "Python"],
        interests: ["LLMs", "Vector Search", "Data Visualization"]
    }
};

⭐ Featured Projects

AI Agents From Scratch (JavaScript)

Demystify AI agents by building them yourself. Learn function calling, memory, and ReAct patterns using local LLMs with no cloud dependencies.

Tech: JavaScript, Local LLMs, Function Calling

RAG From Scratch

Build retrieval-augmented generation systems from the ground up. Real understanding of embeddings, vector search, and context-augmented generation.

Tech: JavaScript, Vector Search, Embeddings

AI Agents From Scratch (Python)

Python implementation of AI agents from first principles. No frameworks, no cloud APIs, no hidden reasoning.

Tech: Python, Local LLMs

AI Product from Scratch

Build an AI communication analyzer from scratch to understand how AI products actually work.

Tech: TypeScript, Local LLMs

Tech Stack

Languages

Frameworks & Libraries

AI & ML

Web3 & Blockchain

What I'm Working On

Building educational content to demystify AI and LLMs
Learning C to work with llama.cpp for local LLM implementations
Exploring local LLM implementations and fine-tuning
Open to collaborating on AI/ML projects
Ask me about AI Agents, RAG, LLMs, or Web Development

How to Reach Me

Philosophy

"The best way to understand something is to build it from scratch."

I create educational content that strips away the mystery from complex technologies. Whether it's AI agents, RAG systems, or blockchain development, my goal is to help developers gain genuine understanding by building real implementations.

🌟 If you find my projects helpful, consider giving them a star!

Thanks for visiting!