نبذة عني
I am a highly motivated industrial engineer, passionate about problem solving, with a Master’s in Data and Artificial Intelligence from Institut Polytechnique de Paris. I am eager to apply my diversified knowledge and an…
I am a highly motivated industrial engineer, passionate about problem solving, with a Master’s in Data and Artificial Intelligence from Institut Polytechnique de Paris. I am eager to apply my diversified knowledge and analytical abilities to tackle complex problems and drive meaningful insights in a Data Scientist position.
الخبرة
Machine Learning Intern
Converted an Excel tool for detecting traps in high-rise buildings into a Data Science solution in view of achieving a scalable product and more accurate results.
Developed and evaluated 17 distinct approaches using various ML algorithms to determine the most effective, each with specific features and labeling.
Machine Learning Research Intern
Studied and optimized an algorithm based on the work of Dai et al. (2017), focusing on graph embeddings and Q-Learning techniques for Minimum Vertex Cover (MVC) problem.
Conducted a comprehensive investigation to evaluate the generalization capability of the algorithm, performing a sensitivity analysis on a set of hyperparameters.
Process Design Engineer
Designed and simulated ready-to-implement material handling, facility layout, and logistics plans for Delta Airlines’ plastic service-ware catering operations to efficiently serve the circular economy strategy for plastic waste management.
Procured waste compaction and handling equipment to minimize costs.
Successfully achieved a 10% reduction in overall costs.
Industrial Engineering Intern
Improved operational efficiency by optimizing cost estimation and paper management processes in Excel.
Proposed a new product and the introduction of a new machine, supported by profitability analyses.
Business Consultant
Case for the NGO Paradis D'Enfants (PDE - School for underprivileged children): established new ways to provide PDE with continuous funding.
Case for NGO Canne et Coeur (aiming to serve elders): developed fundraising, volunteer retention and marketing strategies.
Strategy Consultant
1st Place - MSD (Merck & Co.) Case in partnership with LAU (2019).
Developed a marketing strategy to increase the market share of a specific product.
2nd Place - Strategy& in partnership with AUB (2019).
Solved a case for Fetchr, an innovative mail delivery company.