About me
I’m a Senior Data Scientist at Gro Intelligence where I forecast the impact of climate change on global food supplies, informing strategies to mitigate risks and ensure food availability for all.
I have a Master’s degree in Computer Science and Machine Learning from Ensimag, France. I studied Machine Learning at Carnegie Mellon University, USA as part of a Graduate Exchange Program.
Through my work in Machine Learning and Time Series forecasting, my goal is to build AI solutions that drive positive societal change.
Personal Projects and Curiosities
- Implementing LipNet with TensorFlow
- Reproducing lipreading model from research paper LipNet: End-to-End Sentence-level Lipreading
- Implementing a Video-to-Text Convolutional Neural Network to read lips from video sequences and translate to text. Github Repo
- Generating TV Show scripts with Transformers and Pytorch
- Implementing a Transformer model from scratch to generate new The Office scripts. Github Repo
- Generating local sounding village names with Multi-Layer Perceptron with Pytorch
- Implementing and training a MLP to generate new village names with local sonorities from my home region. Github Repo
My Experience
- 🌾 Senior Data Scientist @ Gro Intelligence (New York, USA)
- Forecasting the impact of climate change on global food supplies to mitigate risks of food insecurity
- 🏙️ Data Scientist @ Locus Analytics (New York, USA))
- Evaluating the impact of industry distributions on the economic health of cities
- 🚄 Data Science Research Intern @ SNCF (Paris, France))
- Forecasting foot-traffic in train stations to enhance network efficiency