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Alexandre B.AB

Alexandre B.

Web/ML/Graphics Specialist

€400/day
2 projects
Paris 12e Arrondissement, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Alexandre

Specialist in parallel computing, optimization, and 3D rendering on the web, with 3 years of experience as a freelance developer for projects of various sizes.

Based in Paris, I obtained my Master's degree in Computer Science a year ago, with a specialization in Machine Learning.

Naturally curious, I enjoy taking on challenges and finding optimal solutions to technical problems. I place great importance on performance and code optimization to efficiently use available resources, while also considering less powerful machines and cross-platform constraints.

Passionate about development since the age of 11, I have learned to use various technologies through the numerous projects I have undertaken out of curiosity and interest in programming. At 15, I published my first video game, and I have since developed several for PC, mobile, and web.

During my previous freelance projects, I was able to confirm these skills in a professional context and work on topics such as:

- Creating 3D virtual scenes on the web
- Designing interactive and dynamic web experiences
- Implementing parallel computing algorithms to improve web application performance (GPGPU)
- Implementing concepts/algorithms from scientific publications
- Consulting on the most relevant web/graphics technologies and frameworks for a given project

For the past few years, I have also been publishing projects adapted from research work, which I make freely available on GitHub:
Looking forward to collaborating with you,
Alexandre
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Paris 12e Arrondissement (up to 10km)

Experience

  • Nyan Heroes
    Machine Learning Engineer
    February 2023 - November 2023 (9 months)

    - Research & documentation on state-of-the-art generative LLM for text-to image applications in the context of a AAA video game.
    - Implementation, test and comparison between different models to find the most suitable one regarding the current needs.
    - Creation of a pipeline to integrate text-to-image generation inside Unreal Engine5.
  • Fiverr
    Computer Graphics Developer
    INTERNET OF THINGS (IOT)
    September 2021 - September 2023 (2 years)
    In 2021, I took a gap year to work as a freelance computer graphics developer and was able to work on many projects, including:
    - Collaborating with artists to create dynamic and interactive graphics experience with code
    - Implementing parallelized workflows running on GPU to improve computing performance
    - Implementing research papers related to computer graphics
    - Advice & consulting regarding web/mobile rendering technologies and frameworks.
  • Capgemini
    Machine Learning Researcher
    CONSULTING AND AUDITS
    April 2021 - September 2021 (5 months)
    Issy-les-Moulineaux, France

    - Creation and training of a LSTM neural network capable of recognizing the American Sign language alphabet from a real-time webcam video input:
    - Research and documentation on state-of-the-art methods and models for image sequence processing
    - Construction and pre-processing of a dataset containing 40,000 training images created using multiple video files

Reviews

5.0

Out of 2 ratings

T

Thomas

Global Music Community

Reviewed on 4/19/2024

Alexandre worked on the Python part of our project. He developed the scripts for image generation with stable diffusion, as well as image modification using libraries like Pillow. He is a serious and hardworking person. It was a pleasure to collaborate with him.
T

Thomas

Global Music Community

Reviewed on 4/24/2024

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Education

  • Master of Computer Science
    ECE PARIS
    2023
    Masters of Computer Science, Big Data and Analytics
  • Machine Learning and Artificial Intelligence
    Heriot-Watt University
    2019
    Machine Learning and Artificial Intelligence

Skill set (31)

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