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Amaury H. AI, Cloud and Data Science Platforms

My name is Amaury H. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, Machine Learning, Deep Learning, AI Trading, etc.. I hold a degree in Doctor of Philosophy (Ph.D.), Engineer's degree, Master of Science (M.S.). Some of the notable projects I’ve worked on include: AI Trading Bot, Stable Diffusion for Video Game Asset Generation. I am based in Tijuana, Mexico. I've successfully completed 2 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • AI, Cloud and Data Science Platforms

    9 years

  • Data Science

    2 Years

  • Python

    6 Years

  • Machine Learning

    4 Years

Additional skills

Direct hire

Potentially possible

Previous Company

IBM

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Experience Highlights

AI Trading Bot

Overmind is my latest and more robust trading bot. It's predecessor was over 10k lines of code, but Overmind achieves better results, provides a full RESTful API, a Discord bot for training and analyzing investment portfolios, creates videos of trade simulations, and has a Desktop app developed using Tauri (an Electron alternative), all of this in less than 10k lines of code (although the project keeps growing).

Stable Diffusion for Video Game Asset Generation

KCG is a video game that uses images and audio that are generated using AI. I helped the project by doing: - Development of classification algorithms for images using OpenAI CLIP image features - Optimization of AI-generated images using genetic algorithms and gradient descent using a custom made aesthetic score model - Perform inpainting for the generation of 64x64 pixel art images

Education

  • Tecnológico Nacional de México

    Doctor of Philosophy (Ph.D.) in Computer science

    2015-01-01-2019-01-01

  • Tecnológico Nacional de México

    Engineer's degree in Computer Systems

    2007-01-01-2012-01-01

  • Tecnológico Nacional de México

    Master of Science (M.S.) in Machine Learning and Data Science

    2012-01-01-2014-01-01

Languages

  • English
  • French

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