Hi there 👋 This is Gema!
I love Data and Machine Learning and I'm passionate about videogames!
🔭 I’m currently working on Data Science and Machine Learning🌱 I’m currently learning advanced Python and AI Alignment.👯 I’m looking to collaborate on Data Science and Machine Learnig projects !💬 Ask me about Machine Learning fundamentals, Deepmind pysc2 project and getting on with large language models!📫 How to reach me: at twitter @SoyGema
Portofolio
+Dice Game Probability exercise In this exercise you can see more about how I structure code and solve some probabilistic questions taking into account a Dice-Game. Find the challenge description here and code above.
+Data Exploration Squirrels Dataset General Data Science exploration : In this exercise you can see more about how I think from an analytical perspective and which tools I use for data exploration.
Open Source Tutorials
+StarCraft 2 Codelab In this project I've created a codelab to share with the community some of the machine learning fundamentals I've learnt about open source research with StarCraft 2 DeepMind project.
+Satellite orbit prediction with DVC VSCode Open Source extension Workshop given at PyDayBCN 2022. In this workshop we predict kinematic orbit for 600 Satellites making machine learning experiments with Multioutput Random Forest Regressor.
Research Projects
+NeuRIPS 2020 Participation in NeuRIPS 2020 Workshop WordPlay: When language meets games with the videogame Mempathy. This projects benchmarks some experiments with Imitation and Reinforcement Learning in language oriented games.
+ICML 2021 Poster session in WiML Unworkshop.
Machine Learning and videogames blogposts
+StarCraft II Unplugged BlogPost about latest developments released by Deepmind at NeuRIPS2021 DRL workshop. It includes figures and videos made to interpret and communicate papers results.
+Interactive Narrative control : safety and aligment of language agents Technical blogpost article about PPLM research implementation for Mempathy.
