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

<3 months

C R SQL Java Excel Python XGBoost A/B Testing Neural Networks Microsoft Excel Machine Learning

Tools / apps / platforms

<3 months

Tableau

Languages

Not stated

English Speak Mandarin Speak

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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