Jorge M.

Machine Learning Engineer

Jorge Muñoz is a distinguished Deep Learning Researcher and Engineer renowned for his extensive expertise in the realms of AI and Machine Learning.

In the sphere of independent projects, Jorge has consistently demonstrated a propensity for innovation. He has made notable contributions to diverse endeavors, including projects related to 3D world generation and the creation of GAN-generated imagery.

However, Jorge's achievements extend far beyond his technical prowess. He has achieved recognition as an award-winning academic, celebrated for significant accomplishments such as winning prestigious contests like the Human-Like Bot and 2K BotPrize competitions.

Driven by an unwavering enthusiasm for AI and deep learning, Jorge stands ready to contribute his distinctive blend of experiential knowledge and innovative thinking to a forward-looking organization focused on AI and machine learning.

Main expertise
  • TensorFlow
    TensorFlow 8 years
  • PyTorch 3 years
  • Python
    Python 8 years
Other skills
  • Docker
    Docker 8 years
  • Google Cloud
    Google Cloud 8 years
  • Kotlin
    Kotlin 3 years
Jorge
Jorge M.

Spain

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Selected experience

Employment

  • Deep Learning Engineer/Researcher

    Freelance - 4 years 1 month

    • Works independently on various engagements for global clients, applying deep learning and machine learning expertise to solve complex problems and create innovative solutions;
    • Designs and implements a reinforcement learning system for 3D virtual world generation using Unreal Engine and Houdini;
    • Develop a prototype service for replacing real faces in images with GAN-generated fake faces to enhance privacy and security;
    • Creates stock price prediction models employing advanced techniques like wavelets, transformers, and sequence-to-sequence models;
    • Develops an aesthetics ranking system for images, integrating deep learning for enhanced accuracy and reliability;
    • Works on 3D cloud point semantic instance recognition, contributing to advancements in computer vision and pattern recognition.

    Technologies:

    • Technologies:
    • TensorFlow TensorFlow
    • PyTorch
    • Python Python
    • Machine learning Machine learning
    • Data Science
    • Keras Keras
    • Pandas Pandas
    • NumPy NumPy
    • Scikit-learn Scikit-learn
    • NLP
    • Docker Docker
    • AWS AWS
    • Google Cloud Google Cloud
  • Founder and CEO/CTO

    Serendeepia - 1 year 8 months

    • Develops and implements innovative deep learning solutions for various clients, including Fortune 500 companies;
    • Utilizes tools like GitHub, Kubernetes, Jenkins, and Polyaxon to optimize the development, testing, and deployment processes.

    Technologies:

    • Technologies:
    • TensorFlow TensorFlow
    • PyTorch
    • Python Python
    • Machine learning Machine learning
    • Data Science
    • Keras Keras
    • Pandas Pandas
    • NumPy NumPy
    • Scikit-learn Scikit-learn
    • NLP
    • Kubernetes Kubernetes
  • Remote Machine Learning Engineer/Researcher

    Chute, San Francisco, CA, USA - 2 years 7 months

    • Solely handles the processing of social media data from platforms like Instagram and Twitter, extracting valuable insights in real time;
    • Develops multilabel image classification systems using TensorFlow and TensorFlow Serving, enhancing the company's media analysis capabilities;
    • Creates an aesthetic model to score the beauty of images, contributing to the refinement of visual content analysis;
    • Develops a model to create a perceptual hash of images, enhancing the efficiency of image recognition and analysis.

    Technologies:

    • Technologies:
    • TensorFlow TensorFlow
    • Python Python
    • Machine learning Machine learning
    • Data Science
    • Keras Keras
    • Pandas Pandas
    • NumPy NumPy
    • Scikit-learn Scikit-learn
    • Convolutional neural network Convolutional neural network

Education

  • BSc.Mathematics

    UNED · 2020 - 2024

  • Standalone courseMBA

    EOI · 2011 - 2012

  • Doctor Of PhilosophyComputer Science and Artificial Intelligence

    University Carlos III of Madrid · 2008 - 2011

  • MSc.Computer Science and Information Technology

    University Carlos III of Madrid · 2007 - 2008

  • BSc.Computer Science Engineering

    University Carlos III of Madrid · 2001 - 2006

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