Safoine EL KHABICH
Machine Learning Engineer | MLOps
Salary / Daily rate
Rabat, Morocco
Freelance, open to permanent contract
Can come onsite
Skills
Languages
Work experience
ZenML
Mar 2022 - Present
4 years 8 months
Remote, OR 97458, USA
Machine Learning Engineer - MLOps
Oct 2022 - Present
4 years 1 month
Remote, OR 97458, USA
Machine Learning Engineer
Mar 2022 - Oct 2022
8 months
Remote, OR 97458, USA
Beewant
May 2021 - Mar 2022
11 months
Casablanca Metropolitan Area
Machine Learning Engineer
Jul 2021 - Mar 2022
9 months
Casablanca Metropolitan Area
- Change and Redesign the model exportation and deployment process and practices from integrated models with Django to TFServing, TorchServe which helped to scale the number of models in production from 3 to over 30. - Implementing MLOps tools such as MLFlow Server on Docker Container linked with S3 Storage to manage, track and store the data science team experiments and models around a centric server. - Setup and install GPU Training Workstation with Linux, Git, Docker and JupyterLab Containers for multiple Data Scientists which reduced the errors of installation and access to notebooks and accelerated model Development by 25%.
Data Scientist
May 2021 - Jul 2021
3 months
Casablanca, Morocco
- Utilize Pytorch, Tensorflow to create computer vision models from scratch and fine-tune the models - Create scripts that can scrap images from a different search engines, Create scripts with python that augment the number of images in a dataset which improved models by a significant amount
Data Scientist - NLP
FST Settat
Apr 2020 - Aug 2020
5 months
- Create python scripts to collect more than 3,000,000 sentences in Arabic / Darija from the web (web scrapping) to create our word integration model (using fast-text and word2vec) which helped us in the sentiment analysis stage. - Manual collection and classification of 45.000 tweets using the Twitter API and the geography function on Morocco, according to 3 classes (positive, negative, neutral) and preprocessing of the data and creation of 3 different data approaches - Use Python and different machine learning algorithms and techniques on 3 different types of data to build a case study on what models and architectures would work for similar problems.
Full-Stack Developer l SEO
Vala-orange
May 2019 - Jul 2019
3 months
Imouzzer Ida Ou Tanane, Morocco
Education
Mohammed V University in Rabat
Master's degree
2020 - 2022
3 years
FST Settat
licence professionnelle
2019 - 2020
1 year
Ecole Supérieure de Technologies AGADIR
DIPLÔME UNIVERSITAIRE DE TECHNOLOGIE
2017 - 2019
3 years