Welcome to my Personal Website

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Searching a 6M-Internship to do my Master Thesis, available to start on February or July 2025.

Biography

I am currently pursuing a Master’s degree in Financial Engineering at EPFL, specializing in data science and machine learning. I hold a Bachelor’s degree in Mathematics from EPFL, with a focus on algebra, geometry, and optimization. My strong analytical skills and technical expertise are complemented by a passion for problem-solving and innovation in finance and data analysis.

I am also passionate about leveraging advanced analytical tools such as Python, MATLAB, and R to solve complex challenges in finance and beyond.

Outside academics, I played drums for 12 years, demonstrating discipline, coordination, and a strong sense of teamwork.

Technical Skills

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

Languages

  • French (Native)
  • English (Fluent)
  • German (Intermediate - B2)
  • Spanish (Intermediate - B2)
  • Italian (Basic - A1)

Academic

  • Master in Financial Engineering at: EPFL Logo
    • Quantitative Risk Management, Portfolio Management, Asset Management.
    • Data Science and Machine Learning coursework beside mandatory course.
    • Stochastic Process, Time Series Analysis, Probability Theory.
  • Bachelor in Mathematics at: EPFL Logo
    • Algebra, Geometry, Topology.
    • Optimization, Programming.
    • Statistics & Probability

  • Projects:

    • Detection of short-lived market bubbles using big data techniques.
    • Build a trading strategy combining numerical data and NLP tools on financial subreddit comments. [ See the report (PDF) ]
    • Data science exploration of Wikipedia Adminship Requests, Community Detection & Power Voters. [ View Results (URL) ]

Professional Experience

  • Teaching Assistant:
    Assistant, helping student do the exercices, answer questions, correct exams.

    • Assisted 8 courses for 12 times in total: Linear Algebra, Topology, Differential Geometry, Electromagnetism, Mechanic Physic.

  • Travel Committee Member:
    Organized graduation trips for the mathematics section, displaying teamwork and leadership abilities.

Interests and Qualities

  • Interests: Finance, mathematics, music (drums), programming, and psychology.
  • Qualities: Optimism, dedication, ability to learn quickly, and excellent interpersonal skills.

Contact

Email: edouard.bueche@epfl.ch
LinkedIn: Edouard Bueche
GitHub: EbuecheMR