HP

Houji Pan

Investment Analyst · Data Science Background

Singapore

@houji_pan

0 followers

About

Investment analyst at a venture and growth-stage investment firm, with experience covering AI, foundation models, and growth investments. Holds an MSE in Data Science from UPenn and brings strong Python, SQL, and machine learning skills.

Experience

  • Investment Analyst — AI Venture & Growth
    Decent Capital
    Jul 2025 – Present
  • Asset Management Finance Analyst Intern
    Swiss Re North America
    Jun 2024 – Aug 2024
  • Automation System Data Analyst Intern
    Siemens Research Lab
    May 2023 – Aug 2023

Education

  • MSE in Data Science; Dual Master of Computer & Information Technology
    University of Pennsylvania, School of Engineering and Applied Science
    Data Science · May 2025
  • BA in Economics, Minors in Finance and Philosophy
    Boston College, Morrissey College of Arts and Sciences
    Economics · May 2022

Skills

Projects

  • Lending Club Loan Default Prediction
    Machine Learning, EDA, PCA, PandaSQL, Logistic Regression, XGBoost, Neural Networks

    Engineered features on loan-level data and trained multiple models, shipping a fine-tuned neural network selected for F1 performance and robustness.

Courses & certifications

  • CFA Level II Candidate (Level I passed)

⚽ Extracurricular activities

  • Community service

    Participated in a service trip in Cambodia.

🎯 Hobbies & interests

  • clarinet
  • piano
  • cooking
  • travel

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