Souhail Bougrine

- Work on demand forecasting solutions for Tier 1 retailers. - Adapt machine learning and time series based algorithms to the needs of the customer. - Design and implement enhancements to address business needs (feature engineering, code fixes, ...). - Conduct various data related tasks (exploration, validation, cleaning, ...). - Create periodical visualizations and reports for clients.

- Market Basket Analysis in the context of Demand Forecasting for Retail Businesses. - Frequent item set mining and feature extraction from retail transaction data. - Frequent feature set mining from training sets and using them as features.

Text Mining, Context Recognition, Advanced Imaging, Learning Theory, Distributed Systems...

Programming, Optimization, Numerical Analysis, Stochastic Processes, Statistical Inference, Introduction to Machine Learning, Computer Vision, Geo-spatial Databases...