Hi, i'm Hector

With a solid background in artificial intelligence engineering, I specialize in generative AI (Gen AI), encompassing advanced systems such as retrieval-augmented generation (RAG) and multi-agent architectures. I leverage tools like Langchain and LangGraph to design resilient architectures capable of handling complex tasks in realistic scenarios, minimizing critical errors and ensuring reliability and precision. Additionally, with four AWS certifications, I can design, implement, and host these services in the cloud, ensuring performance and scalability.

Experience

  1. AI Engineer

    Protecso

    I have designed and deployed over 10 intelligent agents to automate services in sectors such as restaurants, transportation, and startups, using multi-agent architectures capable of handling thousands of users. With tools like Langchain and Langraph, I’ve built resilient systems and optimized agent interactions. My responsibilities include implementing and testing AI agents, documenting their behavior, and enhancing performance. I’ve also collaborated on their integration and validation in cloud environments like AWS and Azure. More information
  2. Full Stack AI Developer

    Doubleclics

    Redesigned the company's website using Next.js. Integrated a chatbot for assistance and support, managed the hosting and domain setup. Enhanced SEO, optimized site performance, analyzed traffic with Google Analytics, and configured the page to protect it from DDoS attacks. More information
  3. FullStack Volunteer

    Eneisoft

    Developed the official website for the national software engineers' meeting. The site's high quality attracted investors, who generously donated scholarships, ensuring substantial prizes for participants and enriching conferences during the event. More information

Proyects

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Detective GPT - Multi-Agent Architecture

  • Amazon Web Services
  • Next.js
  • Anthropic
Multi-agent architecture powered by LLMs with procedural generation to create an interactive world focused on mystery solving. Each character operates with its own personality, backstory, and autonomy, allowing users to generate and explore unique narratives through dynamic interactions.
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Machine Learning Project - Movie Recomendation System

  • Amazon Web Services
This project is a movie recommendation system using content-based filtering with quality-adjusted ratings. It personalizes suggestions based on user ratings, where dislikes impact high-rated movies more and likes enhance low-rated ones. The goal is to explore and demonstrate this algorithm.
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Flashcards Generator - AI-powered flashcards

  • Amazon Web Services
  • Langchain
Generates flashcards from any text. This project use AWS S3 to store the files; AWS Lambda to process the files; and AWS API Gateway to manage the API calls. The project also uses OpenAI's GPT-4 and Langchain to generate the flashcards.
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Dandelion - Graph-based file grouping system.

  • Huawei Cloud
  • Electron
  • React Logo React.js
  • Tailwind CSS
Next-gen graph-based file manager developed in collaboration with Huawei.
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Genética Cuyística - Genetic modeling in Cavia porcellus

  • React Logo React.js
  • Next.js
  • Tailwind CSS
Development of a computer model to accurately represent genetic inheritance patterns in Cavia porcellus (Guinea Pig), based on post-Mendelian laws and using procedural texture creation
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Byte - Your beast robotic friend

  • C Plus Plus
Multifunctional robotic dog for recreational, educational, practical, and other purposes.
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WhatsApp Chatbots - Simplify interaction, amplify productivity.

  • Node.js
  • Google Cloud
  • Anthropic
  • OpenAI
Development of +10 AI chatbots to automate real estate, mining, stock market, accounting, logistics, travel reservations, and image processing.
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Fisidevs - Software Academy.

  • React Logo React.js
  • Next.js
  • Tailwind CSS
The official website of Fididevs. Non-profit academic community empowering university students' talent
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Eneisoft - Play, compete, and win.

  • React Logo React.js
  • Next.js
  • Tailwind CSS
The official website for the national software engineers' meeting. The site's high quality attracted investors, who generously donated scholarships, ensuring substantial prizes for participants and enriching conferences during the event.
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Doubleclics - IT operations automation

  • React Logo React.js
  • Next.js
  • Tailwind CSS
  • OpenAI
The official website of Doubleclics. The website offers official translation into more than four languages, a contact section, a payment gateway, and a customer service chatbot powered by GPT-4.
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Médula - Software Factory

  • React Logo React.js
  • Next.js
  • Tailwind CSS
  • OpenAI
The official website of Médula. Non-profit research team. dedicated to the development of generative artificial intelligence, robotics and genetics.
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Anecdotes - Anonymous storyteller network

  • React Logo React.js
  • Node.js
  • Mongo DB
The project encompasses the creation of an account system that includes registration and login functions, along with the integration of interactive features through Redux to optimize the user experience.

About me

Hi, I'm Hector, a software developer with 3 years of experience in web and mobile application development. My expertise includes working with technologies such as React, Node.js, and Python, and utilizing cloud services like AWS and Google Cloud. I am also skilled in DevOps practices, including CI/CD and containerization with Docker and Kubernetes.

Some of my key achievements include collaborating on innovative projects like a graph-based file manager for Huawei and developing an award-winning genetic simulation software recognized by my university. Additionally, I am an AI enthusiast, integrating large language models (LLMs) with various system components to extend capabilities.

Beyond professional work, I am passionate about volunteering for charitable causes and exploring innovative projects. I contributed as a Front-end Developer for a national software engineering event, attracting significant investment and scholarships. One of my favorite projects was Byte, a robotic dog developed from scratch, showcasing my skills in 3D design, programming, and teamwork. I aim to leverage my skills and passion for technology to create solutions that address real-world problems and drive positive change.

Miguel Ángel