
Marc Ruffié

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About me
LSE-MSc Financial Mathematics & Centrale Nantes-MSc Engineering
Education

Lycée bellevue toulouse
2019 - 2022Classes préparatoires aux grandes écoles (CPGE) PCSI,PSI-PCSI (Physics, Chemistry, and Engineering Science Track) | 2019-2020-PSI (Physics and Engineering Science Track) | 2020-2022Completed a highly intensive preparatory program (CPGE) for engineering schools, specializing in mathematics, physics, computer science, and engineering science. Covered a broad range of topics equivalent to a bachelor’s level in many fields.Developed good resilience, problem-solving skills, and a strong work ethic through rigorous coursework and… Show more -PCSI (Physics, Chemistry, and Engineering Science Track) | 2019-2020-PSI (Physics and Engineering Science Track) | 2020-2022Completed a highly intensive preparatory program (CPGE) for engineering schools, specializing in mathematics, physics, computer science, and engineering science. Covered a broad range of topics equivalent to a bachelor’s level in many fields.Developed good resilience, problem-solving skills, and a strong work ethic through rigorous coursework and competitive exams. Show less

Lycée Raymond Naves
2016 - 2019General Scientific Baccalaureate (A-level), English-European SectionEarned a Scientific Baccalaureate with honors, specializing in mathematics and physics, in the English-European section, combining advanced scientific studies with enhanced proficiency in English.

Centrale Nantes
2023 - 2024Master of Science - MS EngineeringEngineering, with coursework in:-Linear optimization-Machine learning and Genetic algorithms-Production Systems and Supply Chain Management-Sustainability and Energy Systems-Python Programming for Data Science and Data Analysis-Operations Research and Decision-Making Models-Developed practical expertise in streamlining processes and improving efficiency through hands-on projects and case studies.-Enhanced skills in problem-solving, data-driven decision-making… Show more Engineering, with coursework in:-Linear optimization-Machine learning and Genetic algorithms-Production Systems and Supply Chain Management-Sustainability and Energy Systems-Python Programming for Data Science and Data Analysis-Operations Research and Decision-Making Models-Developed practical expertise in streamlining processes and improving efficiency through hands-on projects and case studies.-Enhanced skills in problem-solving, data-driven decision-making, and multidisciplinary teamwork to address complex industrial challenges. Show less

Centrale Nantes
2022 - 2023Bachelor of Science - BS Engineering GPA 3.81/4.00Activities and Societies: ski racing association, sailing association, junior enterprise, handball team General Engineering, with coursework in:-Mathematics (Optimization)-Energy Systems-Signal Processing-Climate and Environmental Challenges-Continuum Mechanics-Embedded Systems-Algorithms and Programming-Combined theoretical knowledge with hands-on projects to develop innovative solutions to multidisciplinary challenges.-Strengthened skills in problem-solving, critical thinking, and collaboration through team-based projects and advanced technical coursework.
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The London School of Economics and Political Science (LSE)
2024 - 2025MSc Financial Mathematics Quantitative FinanceCourses:-Stochastic Processes-The Black-Scholes Model-Computational Methods for Finance-Asset Markets-Fixed Income and Credit Risk Theory-Topics in Financial Mathematics (Python)-Fixed Income Markets-Stochastic Simulation Training and Calibration-Research Topics in Financial Mathematics-Advanced Quantitative Analysis: Mastered pricing and risk models (e.g., Black-Scholes) to model and manage risks in financial markets and price… Show more Courses:-Stochastic Processes-The Black-Scholes Model-Computational Methods for Finance-Asset Markets-Fixed Income and Credit Risk Theory-Topics in Financial Mathematics (Python)-Fixed Income Markets-Stochastic Simulation Training and Calibration-Research Topics in Financial Mathematics-Advanced Quantitative Analysis: Mastered pricing and risk models (e.g., Black-Scholes) to model and manage risks in financial markets and price derivatives.-Computational Finance: Implemented Python algorithms for many financial models, including pricing of derivatives.-Risk Management: Analyzed and managed credit risk and fixed income assets, optimizing strategies for real-world financial applications.-Stochastic Simulation: Conducted stochastic simulations and model calibrations, applying them to solve market problems and price financial instruments.-Market Insights: Gained practical knowledge in fixed income markets and asset management, covering financial instruments Show less
Experience

Centrale Nantes Études
Oct 2022 - Mar 2024-Led and mentored a team of 10 project managers, ensuring adherence to schedules, specifications, and quality standards across all engineering projects.-Oversaw the coordination and control of engineering processes, driving project efficiency and compliance with client expectations.-Oversaw weekly decision-making meetings, ensuring alignment on strategic priorities -While being trained, successfully managed a project overseeing timelines, resources, and client expectations.
Head of Project Management Department
Mar 2023 - Mar 2024Project Manager
Oct 2022 - Mar 2023

Tisséo Ingénierie
Jul 2023 - Jul 2023Engineer intern-Assisted in the management of a €3 billion metro line creation project in Toulouse, spanning 15 years and involving the construction of 21 new stations.-Monitored progress across 20 work sites, ensuring alignment with project goals and timelines.-Assessed and analyzed over 100 technical documents, providing insights to optimize project execution.-Participated in over 10 worksite meetings, contributing to discussions about progress, risks, and technical challenges.-Evaluated over 15 risk factors and impacts, monitoring indicators to support project oversight. Show less

Polynom
Apr 2024 - Aug 2024Data Scientist-Managed an AWS-based data lake infrastructure that supported a database accessed daily by over 5,000 users across France.-Designed and implemented two data pipelines for pricing services and goods, efficiently processing over 10,000 transactions through a client-facing application.-Used machine learning models to automate and enhance data cleaning processes, ensuring high-quality data was fed into the database.-Ensured scalability and reliability by leveraging Airflow for workflow orchestration while optimizing daily and monthly data pipeline performance. Show less
Licenses & Certifications

The Mantu Manager Program (Business Acquisition)
MantuOct 2022
TOEFL iBT (109/120)
ETSJul 2024
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