Nehmat Touma

Nehmat Touma

Data Scientist
France
Arabic, English, French

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…

الخبرة

Machine Learning Intern

Aliaxis, Élancourt, France

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

Télécom Paris, Palaiseau, France

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

Gategroup, Georgia, USA

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

Meteksan Matbaacilik, Ankara, Turkey

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

180 Degrees Consulting - LAU, Byblos, Lebanon

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

Consulting Competitions, Beirut, Lebanon

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.

المهارات

الاستشارة التجارية تقييم البيانات بايثون (لغة برمجة) الاستراتيجية إدارة المشاريع السريعة تنقية البيانات سحب البيانات تمثيل البيانات خوارزميات تعلم الآلة مايكروسوفت أزور (خدمة حوسبة سحابية) الهندسة الصناعية باور بي آي Java SQL Pandas NumPy Data Cleaning Data Transformation Feature Engineering Matplotlib Seaborn Tableau scikit-learn scikit-multiflow River TensorFlow Git GitHub Azure Machine Learning Azure DevOps Microsoft Word Excel PowerPoint Matlab Lingo Solidworks Arena Critical Thinking Decision-Making Problem Solving Creativity Resourcefulness Teamwork Communication Data Storytelling Continuous Learning
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