Come with about 11 years of industrial experience and the last 6 years focus on machine learning. The last 3 years major focus on deep neural networks training and modeling.
Have in depth experience in building:
1- Recommendation engines using machine learning and user analysis.
2- System analytics.
3- Javescripts
4- MySQL/SQL.
5- Distributed run and server handling.
6- Apache.
7- Linux in different flavors: ubuntu, debian, redhat, etc...
Beside that, I have experience setting up aws servers for machine learning problems including GPU instances that uses tensorflow. I have the knowledge of distributing the training task over multiple GPUs. In fact, I already have a couple of servers running as we speak.
I have experience using the following packages in python and others as well:
- numpy
- pandas
- matplotlib
- Tensorflow
- Keras
- Xgboost
- Nltk
- Textblob
- Flask
- Sklearn
- H2O
- Prophet
- Pystan