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  • 16:43 (UTC -12:00)

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ralphmouawad/README.md

Hi there 👋

My name is Ralph Mouawad, I am currently a graduate student at Institut Polytechnique de Paris. I am pursuing the M2 Data Science directed by Ecole Polytechnique, #1 engineering school in France. I also hold a bachelor's degree in Industrial Engineering and a minor in Data Science from the American University of Beirut. I'm mainly interested in AI and Operations Research such as:

  • Optimization: I took part in implementing algorithms to solve quadratic optimization and ML problems, and engaged in a research project in theoretical optimization for min-max problems.
  • Artificial Intelligence: I worked on projects that range from predictive analytics, to computer vision, natural language processing and graph analytics.
  • Stochastic Modeling: markov chain modeling and monte carlo simulation applied to queueing and financial systems.

I also collaborated with CMA CGM Digital Hub on developing a Mixed Integer Linear Program (MILP) to generate employee schedules, which was the most impactful project I have worked on in the past. Currently, I am pursuing advanced studies in AI, optimization and big data at Polytechnique, after which I aim to work in the field. I'm mainly interested in applying my skills in modeling and AI in finance, supply chain or retailing.

Contact me by email: ralphmouawad@outlook.com

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  1. Optimization-and-Recommender-Systems Optimization-and-Recommender-Systems Public

    This repo contains my labs and project for the Advanced Optimization course at AUB (ENMG 616).

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  2. AI-Projects-CV-NLP AI-Projects-CV-NLP Public

    This repo contains my assignments for the Advanced ML course at AUB (CMPS 364). Topics include predictive modeling, computer vision and natural language processing.

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  3. Stochastic-Simulations Stochastic-Simulations Public

    This repo contains the work I did in the Discrete Event Simulation class at AUB (INDE 504). It includes algorithms for sampling, statistical tests for goodness of fit, queueing simulation and a sho…

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  4. Optimization-for-Machine-Learning Optimization-for-Machine-Learning Public

    This repo contains the work I did for the 'Optimization for Data Science' course at Ecole Polytechnique (X). This includes 4 labs and the final project.

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  5. Machine-Learning- Machine-Learning- Public

    Project and Labs for the Machine Learning courses I did at AUB (INDE 535) and Ecole Polytechnique.

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  6. Data-Science-Analytics Data-Science-Analytics Public

    This repo contains the assignments and project for the Data Science course at AUB (CMPS 262). Topics include supervised learning models and graph analytics,

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