Welcome to my website! I am Pierre Aumjaud, a postdoctoral research fellow based at Univeristy College Dublin. I specialise in applying machine learning methods to engineering problems. My research interests include reinforcement learning for robotics, anomaly detection for manufacturing processes, data analytics and optimisation methods for numerical simulations. I also maintain an educational blog on machine learning -- datasparked.com.
Programming Languages
- Python (8 years)
- Matlab
- C/C++
Machine Learning Libraries
- Pandas
- Numpy
- Scikit-Learn
- Jupyter
- Pytorch
- Gym
- Stable Baselines 3
Software Development
- Git
- Pytest
- Travis CI
- Docker
- Anaconda
Web Development
- HTML / CSS
- PHP / SQL
- Wordpress
- Jekyll
Other computer skills
- Linux / Bash
- LaTeX
- Markdown
- Microsoft Office
Languages
- English - Full proficiency
- French - Native speaker
- Spanish - Professional proficiency
Hobbies
- Outdoors: trekking, geocaching, permaculture
- Sport: badminton, yoga
- Music: Guitar
- Technology: Electronics (Raspberry Pi & Arduino), Kaggle competitions