The goal for the project was to help the client use data on the recently available government website: www.marchespublics.gov.ma to better target and prepare bids for projects. Built a recommendation system that helped the company to concentrate its efforts on - going through technical studies, preparing for bids, financial guarantees, etc. Worked on the infrastructure that provided information for the decision-making system and managed initial feasibility assessment and development of the recommendation system for the project.

Supervised a project with the aim to build a real estate agent chatbot that goes beyond the normal FAQ layer to help users find real estate solutions within locations they are looking for.

Resolved two key operational problems for the company. Worked on an invoicing problem within the billing system, resulting in the rejection of payments for invoices issued. Improved the control of gas oil, cement and iron at the site reduced the frequency of warnings on site.

Provided analysis for the study of the markets for fruits, taking note of variations in prices and making recommendations on what culture of fruit to plant, minimizing the risks from poor weather and pricing in order to have an equilibrated portfolio of cultures in the end.

Conducted a feasibility study on the profitability of an investment in a refinement plant for the wastewater produced by a soap factory or not. This included a study on the global glycerine market and current price and also looked at the possible variations of outcomes on the project. An assessment of the risk of new refinement technologies in the near future was also considered.