Niezi Mharsi

Experience

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  Avantages-Soft

  Jun 2014 - Jul 2014

  Software Developer Internship

  Design and development of restaurant order taking application (Andoid) using web services• Select the specific menu options and choose the food items and then send the order to the kitchen• Print bills and receive the payment Keywords: Android, Java, MySQL, ASP.NET, C#, web services

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  Poulina

  Jan 2015 - Jun 2015

  Software Engineer Internship

  Design and development of new software solution based on Microsoft technologies to automate the management of contents and documents• Develop a comprehensive document and content management solution to automatically manage and share the different sources of information.• Develop workflows to automate the document approval process.Keywords: SharePoint, Workflow, SQL Server, ASP.NET, C#, JavaScript

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  CEA

  Apr 2016 - Sept 2016

  R&D Internship

  Design and develop a Monte Carlo damage simulation algorithm to provide additional information about the spatial configuration of DNA damage• Estimate and predict the number and locations of DNA damages using Monte Carlo simulation• Investigate the impact of different parameters (time, energy, geometry ...) on the number of DNA damagesKeywords: C++, Linux, Python, Monte Carlo Simulation

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  IRT SystemX

  Oct 2016 - Oct 2019

  Optimization Scientist - Ph.D in Operations Research and Combinatorial Optimization

  Design and development of advanced optimization algorithms to facilitate the deployment of 5G networks and meet challenging performance requirements • Develop scalable and fast algorithms to assign multiple cell sites to the most appropriate data centers when meeting strong requirements in latency and computing resources.• Determine the best locations of network functions on 5G infrastructure in order to reduce the communication latency and enhance the efficiency of computing resource utilization• Develop a mathematical model to reduce high levels of inter-cell interference and guarantee a full network coverage• Disseminate research results in international conferences• Participate in collaborative project with industry partners and academic research institutesKeywords: Advanced optimization techniques, linear programming, mathematical modeling and programming, machine learning, 5G networks, cloud computing, edge computing, 3GPP, IBM CPLEX Optimizer, Java, Linux Show less

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  Horizontal Software Group

  Mar 2020 - Feb 2021

  Optimization Scientist

  • Incorporate novel mathematical constraints into the optimization tool to enable new features in the optimization process of scheduling and planning of human resource management activities.• Enhance the existing optimization tool to ensure greater reliability and efficiency, in accordance with the rigorous development standards and to be capable of scaling well with evolving constraints.• Participate in workshops with stakeholders to acquire a comprehensive understanding of their business needs and develop the most appropriate solutions to integrate them into the existing optimization tool Show less

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  GROUPE M6

  Mar 2021 - now

  Optimization Engineer

  • Design and implement optimization algorithms that address all aspects of advertising planning for M6 TV channels.• Incorporate novel mathematical constraints into existing linear program-based optimization tools to accommodate the ever-changing constraints in advertising planning.• Design and develop novel optimization solutions that use approximation algorithms and advanced heuristic techniques in order to deliver near-optimal solutions within a minimal timeframe.• Leverage machine-learning techniques, such as logistic regression and k-means clustering algorithms, in tandem with operations research algorithms to enhance the quality of solution provided by optimization tools.• Develop top-quality products that adhere to the highest standards of development and possess the ability to scale well with evolving business needs.• Participate in collaborative workshops with stakeholders to understand and determine their business needs and then translate them to optimization and operation research-based algorithms. • Assist end-users to analyze provided optimization results by utilizing data-driven business key performance indicators (KPIs).• Collect, process, and transform a variety of data sets to serve as input for optimization tools.• Conduct a literature review to identify similar problems to the current optimization context as well as potential problem-solving techniques that can be adapted to address challenges related to advertising planning. Show less