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.
<p>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.<br>
Developed and evaluated 17 distinct approaches using various ML algorithms to determine the most effective, each with specific features and labeling.</p>
<p>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.<br>
Conducted a comprehensive investigation to evaluate the generalization capability of the algorithm, performing a sensitivity analysis on a set of hyperparameters.</p>
<p>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.<br>
Procured waste compaction and handling equipment to minimize costs.<br>
Successfully achieved a 10% reduction in overall costs.</p>
<p>Improved operational efficiency by optimizing cost estimation and paper management processes in Excel.<br>
Proposed a new product and the introduction of a new machine, supported by profitability analyses.</p>
<p>Case for the NGO Paradis D'Enfants (PDE - School for underprivileged children): established new ways to provide PDE with continuous funding.<br>
Case for NGO Canne et Coeur (aiming to serve elders): developed fundraising, volunteer retention and marketing strategies.</p>
<p>1st Place - MSD (Merck & Co.) Case in partnership with LAU (2019).<br>
Developed a marketing strategy to increase the market share of a specific product.<br>
2nd Place - Strategy& in partnership with AUB (2019).<br>
Solved a case for Fetchr, an innovative mail delivery company.</p>
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