About
As a seasoned data scientist with over 6 years of professional experience, I have a proven track record of leveraging the power of machine learning and AI to drive business success. My expertise ranges from natural language processing to complex forecasting models, and I am constantly seeking out new and innovative ways to solve difficult problems. My main areas of interest include Probabilistic Machine Learning, Causal Inference, Natural Language Understanding, and Bayesian Inference, and I have achieved substantial results in these areas, as evidenced by my various successful projects and publications. I am deeply committed to using my skills and experience to continue driving positive change in the business world through the use of cutting-edge technology.
Below a list of projects I have implemented from scratch during my career as Data Scientist:- Churn prediction for purchasers.
- Purchase prediction.
- Credit risk and optimization.
- Customer segmentation for B2B.
- Churn prediction for customers of the economic zone.
- Predictive maintenance and survival modeling for machines used in mining groups.
- Uplift modeling for persuasion.
- Incoming call prediction for a call center.
- Call center speech logs topic identification.
- Churn prediction for mobile subscription.
- Identifying high potential sales areas.
- Social media crawling of users’ complaints.
- Crawling competitor’s websites to extract their coverage areas
- Large scale article classification model for Mowjaz.com
- Large LDA modeling for Mawdoo3.com articles ~140K.
- Emotion detection in Arabic text.
- Sentiment detection in Arabic text.
- Intent classification.
You can download my CV here.
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