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SamuelGuerrero/README.md

Samuel Antonio Guerrero Hernández

Computer Engineer | Full-Stack Web Developer | AWS Cloud Engineer | Machine Learning Developer

Full-stack developer specialized in AI with 3+ years building web and mobile products in production environments. I work primarily with React, Next.js, TypeScript, and React Native on the frontend, and Node.js, Express, Prisma, and SQL on the backend. I also have solid experience in Machine Learning and Computer Vision using Python, TensorFlow, and Keras.


Highlights

  • Built scalable, business-oriented web and mobile applications.
  • Designed, trained, and evaluated CNN models for real-world computer vision tasks.
  • Deployed ML models into a React Native mobile app for field usage.
  • Hands-on experience with AWS S3, CloudFront, Lambda, IAM, Cognito, CodePipeline.
  • Strong communication, rapid learning, and delivery focus.

Tech Stack

Core Stack

React Native AWS Computer Vision Machine Learning


Universidad Tecnológica de la Mixteca
B.Eng. in Artificial Intelligence (Jul 2018 – Jul 2023)
Specialization in Artificial Intelligence


GitHub Widgets

GitHub Streak


Contact

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  1. Tilapia-CNN Tilapia-CNN Public

    En este repositorio se pueden ver diversas fases de la creación y elección de una CNN para predecir el sexo de tilapias por medio de imágenes enfocadas en las papilas genitales.

    Jupyter Notebook

  2. AlEd-Tilapia-Classifier AlEd-Tilapia-Classifier Public

    Repositorio de mi aplicación móvil hecha con React Native cargando un modelo entrenado con Keras.

    TypeScript

  3. All-COP-Problems-Simulated-Annealing All-COP-Problems-Simulated-Annealing Public

    This is my repository with all COP problems

    Jupyter Notebook

  4. pdi pdi Public

    This is my Processing Data Image web page.

    TypeScript

  5. spotify-clone spotify-clone Public

    Spotify 2.0 with NEXT.JS 12.0! (Middleware, Spotify API, Tailwind, NextAuth, Recoil)

    JavaScript

  6. pokemon-pokedex pokemon-pokedex Public

    Forked from yamilelias/pokemon-pokedex

    JavaScript