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  • Aguascalientes, Mexico

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sergiogg94/README.md

Hi 👋, I'm Sergio Gutierrez

Data Scientist → AI Engineer | Building AI systems from scratch

I'm a data scientist with 7+ years of experience, currently transitioning into AI engineering. My focus is on designing and building production-ready AI infrastructure — from RAG pipelines to multi-agent systems — using Python, FastAPI, Docker, and PostgreSQL.

  • 🔭 I'm currently building the Atlas ecosystem — a suite of AI systems developed from scratch
  • 🌱 I'm currently learning React, JavaScript, and AI agent architectures
  • 👯 I'm looking to collaborate on open source AI / LLM projects
  • 📫 Reach me at sergio.gutierrez.galarza.s.402@gmail.com

🚀 Featured Projects

🗂️ Atlas RAG System

A production-ready Retrieval-Augmented Generation system built entirely from scratch as a deep-dive learning project. Upload documents (PDF, TXT, MD), perform semantic search using vector embeddings, and chat with your data using LLMs.

Stack: FastAPI · PostgreSQL + pgvector · VoyageAI · HuggingFace · Gradio · Streamlit · Docker · Render

🔗 Live Demo · API Docs · Dashboard

🤖 Atlas Research System

A multi-agent AI system designed to automate research workflows. Agents collaborate to plan, search, synthesize, and deliver structured research reports autonomously.

Stack: FastAPI · PostgreSQL · Redis · Ollama (local LLM) · Docker

Connect with me:

sergiogg94 sergio-gutierrez-149177215

Languages and Tools:

anaconda azure bash docker fastapi gcp gradio huggingface jupyter keras langchain linux matplotlib mlflow mssql mysql numpy ollama opencv pandas postgresql python pytorch scikit_learn seaborn sqlite streamlit tensorflow

sergiogg94

Popular repositories Loading

  1. webscrapping webscrapping Public

    For webscrapping tests for get data to use in other projects

    Jupyter Notebook

  2. sergiogg94 sergiogg94 Public

    Config files for my GitHub profile.

  3. vector_database vector_database Public

    Using Milvus for vector databases and semantic similarity search

    Python

  4. atlas_rag_system atlas_rag_system Public

    Development of my own RAG System

    Python

  5. atlas_research_system atlas_research_system Public

    Development of a AI research multiagent system from scratch

    Python

  6. obsidian-second-brain obsidian-second-brain Public

    Forked from eugeniughelbur/obsidian-second-brain

    Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid …

    Python