Resume

Developer based in Porto, Portugal.

Main interests: machine learning, games, and web.

  • Experience with ML engineering and research, including as a research lab member at the Machine Learning Collective under Rosanne Liu from Google DeepMind;
  • Extensive backend web development background;
  • Game development experience includes successful Unity asset store publishing.

Full time availability, and open to traveling periodically.

Value smart colleagues, small teams, good code culture (documentation, code reviews, integration tests), challenging problems, and freedom to suggest priorities & approaches.

Experience

  • Freelancing since high school (2013)
  • Software Engineering degree (2015-2018)
  • Joined Toptal in 2017
  • Joined MLC research lab in 2020

Some companies I have worked with:

I have a background in machine learning, data science, web development (focus on backend), and game development (focus on the Unity engine).

Comfortable with any modern language, framework, and library. Happy to pick up new technologies.

Have a lot of experience with JavaScript/TypeScript, Python, C#, and Bash. Worked with most popular machine learning libraries, including TensorFlow, PyTorch, and JAX.

Operations experience includes setting up, managing, and automating various server processes and CI pipelines.

My full work history is available on LinkedIn.

Side projects

Working on my own projects is a large part of what I spend my time on. Below are some of the things I’ve done.

Machine learning

Game development

Web

How to reach out

DM on Twitter or email@marcospereira.me.