Image

Jiaxu Feng he/him

BSc @ Fudan University, Physics & Data Science
Data Scientist, Management Consultant, Public Speaker

Shanghai, China

Email Me LinkedIn GitHub
About

Hi, I'm Jiaxu (Jashu). I'm now an undergraduate student studying Physics and Data Science at Fudan University in Shanghai, China.

I’m passionate about technology and entrepreneurship. I enjoy exploring the infinite space of technology and seeing how it transforms into a promising business model that can impact human society and tackle the thorny challenges we face today. My research interests mainly center around Machine Learning and Artificial Intelligence. I’ve done several cool projects about AI applications. I have also gained valuable insights into business and strategy through my internship experiences in management consulting. I have received an offer to join Boston Consulting Group Shanghai office. I’m eager to explore what change I can bring to this world!

My life trajectory started in the suburbs of a small city, proceeded to the provincial capital Zhengzhou, and now I’m in Shanghai. Along the way, I realized how exposing myself to diverse cultures and communicating different ideas could enable the reimagination of a career and a life. Therefore, I’m passionate about connecting people through intercultural communications and public speaking. Feel free to explore the exciting activities and speeches that have shaped my journey.

Other than that, I am a Ravenclaw, an ENTJ, a jogger, an amateur pianist, a professional Hulusi player, and more to be discovered. Thank you for visiting my website and it's a pleasure introducing myself to you. If you find my stories interesting or inspiring, feel free to connect me and I look forward to another insightful conversation!

Projects
  Community Detection, Visualization and POI Prediction Based on Spatial-Temporal Trajectories

  • Community Detection: Designed an algorithm to construct a weighted graph measuring user similarity based on records of points of interest (POI), selected the Louvain algorithm for community detection
  • Trajectory Visualization: Visualized user spatio-temporal trajectories using D3.js and Leaflet.js
  • POI Prediction: Used Graph Convolutional Networks to acquire place embeddings, combined user, location category, place and time embeddings as inputs to a Transformer to predict the next POI, achieved 0.62 accuracy (Top 10)
Report(EN) Presentation(CN)
 Reinforcement Learning Models for LunarLander-v2 Game

  • Algorithm Design: Implemented reinforcement learning algorithms including Policy Gradient, Actor-Critic, and Deep Q Networks, tailored to the game environment
  • Algorithm Improvement: Enhanced algorithms with reward optimization based on game-specific features, achieving a landing success rate of over 90% in the OpenAI simulator
GitHub Presentation
 Predictive Model of Postoperative Acute Kidney Injury

  • Study Design: Collaborated with doctors to establish the research framework, discussed the scope of features, and performed data preprocessing and visualization based on medical insights
  • Model Development: Compared the performance of models like LightGBM in predicting postoperative AKI, selected the best-performing model with an AUC above 0.8 to provide insights for clinical decision making
  • Medical Interpretation: Utilized SHAP to provide explanations to doctors about the medical implications of machine learning results, co-authored a research paper as a joint first author
GitHub
Work Experiences
Alibaba Logo
AI Engineer Intern
Alibaba Group

Jan 2025 - Present       Shanghai, China

Ele.me, the online food delivery and local life service platform of Alibaba Group

Fudan University Logo
Data Scientist Intern
Fudan University

Sept 2023 - Sep 2024       Shanghai, China

Undergraduate Research Assistant @Shanghai Key Laboratory of Data Science

  • Meteorological Disaster Prediction Model
  • Postoperative Acute Kidney Injury Prediction Model
BCG Logo
Consulting Intern (Part-time Assistant)
Boston Consulting Group

Jun 2022 - Aug 2022       Shanghai, China

Conducted market analysis for a leading global semiconductor company to invest in China’s semiconductor primary market.

BCG Logo
Consulting Intern (Part-time Assistant)
Bain & Company

Dec 2021 - May 2022       Shanghai, China

Conducted policy research and market analysis on China's pension industry and assisted in planning paths for an international insurance company to participate in China's pension market.

Education
Fudan University Logo
Fudan University
Bachelor of Science, Physics and Data Science

Sep 2020 - Jun 2025

  • Grade: 95 / 100     Ranking: Top 10%     Award: Shanghai Scholarship, etc
  • Data Science & AI: Machine Learning, Artificial Intelligence, Natural Language Processing, Data Mining, Numerical Algorithms, Social Network Mining, Introduction to Big Data
  • Computer Science Essentials: Computer Principles, Data Structures, Algorithm Design & Analysis, Python Programming, C Programming
  • Math Fundamentals: Advanced Linear Algebra, Probability & Statistics, Discrete Mathematics, Calculus
HKU Logo
The University of Hong Kong
Exchange Semester, Computer Science

Jan 2024 - May 2024

  • GPA: 3.94 / 4.3     Award: Fung Scholar
  • Courses: Applied Deep Learning, Computer Vision, Software Engineering, Introduction to Database Management Systems, Linear Statistical Analysis
ZZFLS Logo
Zhengzhou Foreign Language School
High School Diploma, Physical Sciences

Sep 2014 - Jun 2020

  • MUN: Best Delegate of 2018 China Foreign Affairs University Model United Nations Conference
  • Debate: Champion and Best Debater of the ZZFLS English Debate Tournament