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About Me

I am a Master’s student in Financial Engineering at EPFL, specializing in data science, machine learning, and artificial intelligence. My academic journey and hands-on projects have equipped me with advanced skills in finance, mathematics, and data analysis. I’m passionate about leveraging technology to solve real-world problems, particularly in financial markets and strategic planning.

Education

Degree Programs

  • 2023 - Present: Master in Financial Engineering, EPFL
    Focus: Data Science, Machine Learning, AI.
    GPA: 4.98 / 6.0

  • 2020 - 2023: Bachelor in Mathematics, EPFL
    Specialization: Algebra, Geometry, Optimization.
    GPA: 4.83 / 6.0

  • 2019 - 2020: First-Year Bachelor in Forensic Sciences, University of Lausanne

  • 2016 - 2019: Gymnasium Maturity with specialization in Mathematics and Physics, Gymnase Français de Bienne

Skills and Competencies

Technical Skills

  • Python: Advanced
  • LaTeX: Advanced
  • MATLAB: Advanced
  • Excel: Advanced/Intermediate
  • SQL: Intermediate
  • R: Intermediate
  • C++: Intermediate/Basic

Languages

  • French (Native)
  • English (Fluent)
  • German (Proficient - B2)
  • Spanish (Intermediate - B1)

Key Projects

Detection of Short-Lived Market Bubbles Using Big Data

Developed predictive models to detect and analyze short-lived financial trends using Python and advanced data analytics.

Building a Trading Strategy Using Subreddit Sentiment Analysis

Analyzed subreddit comments using natural language processing (NLP) techniques to identify actionable insights and monitor market trends.
See the full report (PDF)

Wikipedia Adminship Requests Data Science Analysis

Applied clustering and graph-based techniques to analyze user behavior and voting patterns in community dynamics.
View Results

Professional Experience

  • 2021 - Present: Teaching Assistant, EPFL
    Supported teaching in 12 different courses in mathematics and financial engineering. Responsibilities included preparing tutorials, conducting assessments, and offering personalized support to students.

  • 2022 - 2023: Member, MA Travel Committee
    Organized and coordinated graduation trips for the mathematics section, demonstrating teamwork, logistics management, and event planning skills.

Achievements

  • 3rd Place: EPFL Trading Games 2022 Competed against peers in a high-stakes trading simulation, demonstrating strategic thinking, risk assessment, and financial modeling expertise.

Interests and Hobbies

  • Academic Interests: Finance, Mathematics, Data Science, Machine Learning
  • Creative Pursuits: Drummer with over 12 years of experience in live and studio settings
  • Additional Interests: Marketing, Psychology, Programming
  • Sports: Practice Sailling for 14 years and Badminton for 8 years.

Contact Information