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Doing AI research; Reading The elegant maths behind AI
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Doing AI research; Reading The elegant maths behind AI

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herhu/README.md

Hi, I'm Hernán Humana 👋

Originally from Chile and now based in Budapest, I'm a Software Engineer with over 10 years of experience crafting scalable, innovative software solutions. I discovered my passion for coding at the age of 12, and today I focus on building production Generative AI systems — from RAG pipelines to agentic workflows on AWS Bedrock.

🟢 Currently looking for new opportunities as an AI Engineer / GenAI Software Engineer.

🚀 About Me

  • GenAI Engineer: Building commercial Generative AI products end-to-end — RAG pipelines, agent orchestration, guardrails, and governance on Amazon Bedrock.
  • Full-Stack Developer: Expertise across backend and frontend, from Node.js/NestJS APIs to React interfaces.
  • AI Tooling: Designed and published an MCP (Model Context Protocol) server with 30+ tools for agentic software design workflows.
  • DevOps & Databases: CI/CD pipelines, cloud infrastructure (AWS, Terraform, Kubernetes), PostgreSQL, MongoDB, Redis, and vector databases (Qdrant, Amazon OpenSearch).
  • Problem Solver: Focused on reliable systems — guardrails, fallback strategies, and resilience under real production load.

🔧 Tech Stack

  • Languages & Frameworks: Node.js, TypeScript, JavaScript (ES6+), Python, Go, React, NestJS, Express.js, Django
  • Generative AI: Amazon Bedrock, Bedrock AgentCore, Bedrock Guardrails, RAG pipelines, MCP, prompt engineering, agentic workflows
  • Databases: PostgreSQL, MongoDB, Redis, Qdrant (vector DB), Amazon OpenSearch
  • Cloud & DevOps: AWS, Terraform, Docker, Kubernetes, CI/CD, Kong API Gateway
  • Tools & Practices: Jest, Git, SOLID principles

🌟 Projects & Experience

  • ArchonSpecs (archonspecs.dev): AI architecture compiler — an MCP server letting AI agents compile, validate, and materialize software design specs deterministically.
  • Desplanificar (desplanificar.cl): AI-powered lesson-planning platform for early childhood educators in Chile, co-created with my mother.
  • NIX Tech (client engagement, NDA): Identity infrastructure and multi-language platform support for a global enterprise platform.
  • MSCI Kft.: Backend and DevOps for enterprise financial infrastructure, including zero-downtime multi-region migrations.
  • PMS Consulting: Solo-designed and built a full hotel booking platform with payment integrations for three hotel clients.
  • Haip SpA: Tech Lead — built a platform from scratch on a microservices architecture (JavaScript, Python, Go).

🎯 My Goals

I'm driven by a relentless curiosity and a passion for solving complex problems through technology — especially at the intersection of software architecture and AI. Always eager to collaborate on projects that challenge the status quo and make a meaningful impact.

📫 Open to opportunities — reach me at hernanhumglz@gmail.com or LinkedIn.

Pinned Loading

  1. Deep-Learning Deep-Learning Public

    Forked from Awaisaslam99/Deep-Learning

    A collection of Jupyter notebooks covering key deep learning topics, including neural network architectures, training techniques, and practical applications. Explore concepts through hands-on examp…

    Jupyter Notebook

  2. flipper_toolbox flipper_toolbox Public

    Forked from evilpete/flipper_toolbox

    Random scripts for generating Flipper data files.

    Python

  3. LiberLens LiberLens Public

    Forked from HimanshuMohanty-Git24/LiberLens

    LiberLens: An AI-powered book exploration tool. Upload PDFs, ask questions, and engage in conversations with your books. Dive deeper into texts, uncover insights, and bring literature to life throu…

    JavaScript

  4. mental-health-challenges mental-health-challenges Public

    Forked from behtar-foundation/Sukoon

    We want to build open-source solutions and standards for using AI to solve mental health challenges. The goal is to apply DPI knowledge and practices that can help professionals deeply explore and …

    Jupyter Notebook

  5. Deep-Learning-Essentials Deep-Learning-Essentials Public

    Forked from soumyadipghorai/Deep-Learning-Essentials

    A comprehensive collection of Jupyter notebooks and algorithms designed to explore and experiment with deep learning concepts.

    Jupyter Notebook

  6. SortAlgorithmVisualizer SortAlgorithmVisualizer Public

    python program to visualise 24 essential Algorithm

    Python