- 🔭 I’m currently working on Data Science and Machine Learning
- 🌱 I’m currently learning advanced Python and AI Alignment.
- 📫 How to reach me: at twitter @SoyGema
Portfolio
+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.
Recent activity
- Comment on issue #4919
- Comment on PR #9606
- Read OSS paper
- Comment issue #1493
- Comment isue #5104
- Read OSINT paper
- Read AI OSS paper
Historical activity can be found here
Graph
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent