Welcome to Mohamed's freelance profile!
This freelancer is available full-time but hasn't confirmed their availability in over 7 days.
Location and workplace preferences
- Location
- Bruxelles, Belgique
- Remote only
- Primarily works remotely
Preferences
- Project length
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- ≤ 1 week
- ≤ 1 month
- Between 1-3 months
- Between 3-6 months
- ≥ 6 months
- Business sector
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- Banking & Insurance
- Chemical
- Biotech
- Entertainment & Leisure
- E-commerce
+13 other
- Company size
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- 2-10 people
- 11 - 49 people
- 50 - 249 people
- 250 - 999 people
- 1000 - 4999 people
+1 other
Verifications
Freelancer code of conduct signed
Read the Malt code of conduct
Languages
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English
Fluent
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French
Native or bilingual
Categories
Skills (35)
- Data Science
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Mohamed in a few words
- Understand your data and give insights using the best statistical analyses from years of experience dealing with real-world data.
- Help create predictive models based on state of the art machine learning algorithms.
- Create web-based and user-friendly applications to unable diverse visualization of your data, and to apply the predictive models on future/new data, while making sure that these applications can be used by non-experts.
Experience
GSK - GSK
Pharmaceuticals industry
Data Analyst
- Features selection
- Features engineering and augmentation
- Models selection and parameters optimization
- Ensemble predictions and sequential boosting algorithms
- Data visualization using various libraries (ggplot, plotly, ..)
- Development and deployment of Shiny applications (user interface and server logic) within company servers
- Redaction of reports and analyses using R Markdown and R Notebook
- Use of pre-trained classification and regression models with Keras and fine-tuning them for deployment
- Use of Reinforcement learning algorithms (Q-learning)
UCB
Pharmaceuticals industry
Data Scientist
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Education
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Master's degree with high distinction
University of Brussels
2017 Master's degree in applied statistics and machine learning algorithms.
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Bachelor's degree
University of Algiers
2015 Bachelor's degree in applied mathematics and computer science.