Gema Piqueras
Senior Data Scientist
Madrid, Community of Madrid, Spain
Summary
👤
SeniorGema Piqueras is a Senior Data Scientist based in Madrid with nine years of experience applying machine learning to games and real-world problems, currently driving data initiatives at IZERTIS. She has hands-on expertise in reinforcement learning, reward design, and production of RL environments and agents, contributing substantial open-source work on StarCraft II pysc2 mini-games. Her projects blend research and impact—Mempathy, a game-focused intervention for anxiety, was selected for AIIDE and NeurIPS workshops—and she was a global finalist in NASA’s Space Apps for an asteroid-detection neural architecture. Gema also contributes to widely used ML tooling documentation, improving usability in the Hugging Face transformers project, showing a strong focus on clear technical communication. She pairs analytical rigor with a talent for turning complex models into actionable programs and presentations, and is currently deepening her expertise in AI alignment through AGI safety coursework.
9 years of coding experience
Github Skills (5)
transformers10
python10
documentation10
language-model9
nlp8
Programming languages (6)
Github contributions (5)
huggingface/transformers
Jan 2021 - Nov 2024
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Role in this project:
Technical Writer
Technical WriterContributions:5 reviews, 9 PRs, 26 comments in 3 years 10 months
Contributions summary:Gema primarily contributed to the documentation of the `transformers` library. Their commits focus on fixing broken links in documentation, updating example code within documentation, and adding new examples to the documentation. This includes updates across multiple files, correcting typos, and ensuring the accuracy and usability of the documentation.
pythonbertspeech-recognitionstate-of-the-artflax
SoyGema/OpenAI
Apr 2017 - Jul 2018
Contributions:43 commits, 2 PRs, 41 pushes in 1 year 3 months
openai
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