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Louca Malerba

Louca Malerba

Machine Learning & Data Science Apprentice | General Electric Healthcare

Followers of Louca Malerba763 followers
location of Louca MalerbaParis, Île-de-France, France

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  • Timeline

  • About me

    Étudiant à CentraleSupelec

  • Education

    • Cistercian College Roscrea

      2018 - 2019

      One-year academic exchange program in an English-speaking environment, focusing on full language immersion and cultural adaptation. Successfully completed coursework equivalent to the French "Première" year.Developed advanced English proficiency, leading to the Cambridge Advanced Certificate (C1) certification.Gained international academic experience in a rigorous Irish secondary school.Adapted to a new educational system and cultural environment, improving communication and… Show more One-year academic exchange program in an English-speaking environment, focusing on full language immersion and cultural adaptation. Successfully completed coursework equivalent to the French "Première" year.Developed advanced English proficiency, leading to the Cambridge Advanced Certificate (C1) certification.Gained international academic experience in a rigorous Irish secondary school.Adapted to a new educational system and cultural environment, improving communication and adaptability skills. Show less

    • Lycée Jules Ferry

      2021 - 2023
      Preparatory Classes for Grandes Écoles (CPGE) | Ranked #5 nationwide PTSI/PT* Ranked among the top 5% students

    • CentraleSupélec

      2023 - 2026
      Engineering Student | Master’s Degree (M2) in General Engineering

      Computer Science and Artificial Intelligence :- Machine Learning- High-Performance Computing - Algorithms and Data Structures- Networks and SecurityMathematics and Applied Sciences :- Partial Differential Equations- Convergence, Integration, and Probability- Statistical Learning- Electromagnetism- Signal ProcessingBusiness, Economics, and Law :- Corporate Management and Strategy- Economics of Growth and Innovation-… Show more Computer Science and Artificial Intelligence :- Machine Learning- High-Performance Computing - Algorithms and Data Structures- Networks and SecurityMathematics and Applied Sciences :- Partial Differential Equations- Convergence, Integration, and Probability- Statistical Learning- Electromagnetism- Signal ProcessingBusiness, Economics, and Law :- Corporate Management and Strategy- Economics of Growth and Innovation- Business LawLanguages :English (Fluent – C1)Italian (Intermediate – B1) Show less

    • Institution des Chartreux

      2016 - 2021
      Baccalauréat Physique Mathématiques

  • Experience

    • GE HealthCare

      Oct 2023 - now
      Machine Learning & Data Science Apprentice | General Electric Healthcare

      - Developed predictive models to optimize equipment durability, combining machine learning and advanced statistics. Worked closely with a PhD mentor through weekly sessions to refine model implementation and optimization.- Designed and automated a network of test benches and data processing tools, creating quality and reliable datasets.- Implemented a cost-tracking tool using Power BI, providing improved analysis and visualization of operational expenses (materials and labor).- Eight-week internship in Hungary: Developed genetic algorithms to optimize task distribution among technicians, improving operational efficiency.- Technologies used: Python, SQL, Git, Power BI, HTML, CSS, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Latex. Show less

    • Magnum

      Sept 2024 - now
      Member | Magnum, CentraleSupélec Oenology Association

      Active member of Magnum, CentraleSupélec’s oenology association, dedicated to exploring the world of wine through tastings, events, and educational workshops.- Participated in wine tastings and discovery sessions to develop knowledge of viticulture and wine appreciation.- Assisted in organizing events and collaborations with industry professionals and wine experts.

  • Licenses & Certifications

    • Certification AMF

      Autorité des marchés financiers (AMF) – France
      Jul 2025

    • Cambridge Advanced Certificate (C1)

      Cambridge Assessment
      Jul 2019