Summary
Overview
Work History
Education
Skills
Timeline
Generic

Jiacheng (JC) Hu

Stanford,CA

Summary

  • Vision: CS 131, CS 231N
  • Robotics: CS 326 (currently enrolled)
  • Machine Learning: Math 104, CS 229, Stats 202, Stats 116 (currently enrolled)
  • Graphs: CS 224M
  • NLP: CS 224N
  • General AI: CS 221, CS 236 (currently enrolled)
  • Theory: CS 154, CS 161

Overview

2
2
years of professional experience

Work History

Project

CS 224M (In Collaboration With Jay Yu, Laura Wu)
  • Link to Project: https://medium.com/@jyu01.stanford/re-mix-and-match-829b187139b0
  • Music artist collaboration recommender model using GAT
  • My role: designed and Implemented special node-to-embedding pre-processing algorithm for given dataset, hyperparameter tuning on GAT

Project

CS 231N
  • Link to paper: https://drive.google.com/file/d/1qX2Oqf6xM6CakbOn96x1SDwq9w5E0TLZ/view?usp=sharing
  • Designed novel multi-task image classifier for identifying artist, style, and genre
  • Architectures experimented: ResNet50 (best), ViT
  • Aggregation functions: naive sum, weighted sum, PCGrad (best), Step-wise Task Affinity Computation (verifies multitasking model is ideal on given dataset)

Project

CS 229 (In Collaboration With Jack Jin Hung)
  • Link to paper: https://drive.google.com/file/d/1vwVy-qhFFDxXAJ6A04TrQ09ZwMghqhXn/view?usp=sharing
  • My work focused on exploring various (traditional vs. neural) approaches in prediction on one single stock
  • Traditional Model: ARIMA-GARCH
  • Neural Approaches: 1D CNN, LSTM, multivariate LSTM, multivariate CNN-LSTM

Intern

P2P Microfinance Program
11.2021 - 01.2022
  • Lead Groups of high school students to investigate real-life cases from small-amount loan borrowers in Pazike, a remote village for Tujia Clan in Hunan Province, China
  • Evaluate and analyze small-amount loan borrowers' petitions, and decide their loan renewal requests
  • Help establish sustainability for their local businesses by developing financial statements, and making business plan recommendations
  • Example Cases: Raising chickens on berry tea field, Raising pigs, Road construction for villagers

Intern

Gener Soft
05.2022 - 09.2022
  • Working alongside Dr. Xiangli Ma in developing algorithm platform for processing industrial big data
  • ML-related model development applied to high-speed railway vehicles & aircrafts' status prediction from sensor data
  • R to Python data pre-processor transferral (implementing auto-optimizations from R packages to Python, which are often lacked in their Python counterparts)

Startup Co-Founder

ShakeShake (now ShakeLink)
01.2023 - 08.2023
  • Co-founder and COO for ShakeShake (now ShakeLink), a mobile app that serves as shareable digital profile card aimed for students
  • Received $100k pre-seed personal investment from Ant Group investor
  • App serves as NFC stickers without the need to purchase stickers
  • Two people who wish to exchange various social media contacts (phone number, FaceBook, Ins, Twitter, LinkedIn, etc.) just shake their phones together in vicinity, and their information will be exchanged

Education

School of Engineering - Computer Sicence

Stanford University
Stanford, CA
06.2025

Skills

  • Programming languages: Python, R
  • AI architectures: PyTorch, keras
  • Data mining and processing: NumPy, scikit-learn, Pandas
  • Team coordination from multiple leadership experiences

Timeline

Startup Co-Founder

ShakeShake (now ShakeLink)
01.2023 - 08.2023

Intern

Gener Soft
05.2022 - 09.2022

Intern

P2P Microfinance Program
11.2021 - 01.2022

Project

CS 224M (In Collaboration With Jay Yu, Laura Wu)

Project

CS 231N

Project

CS 229 (In Collaboration With Jack Jin Hung)

School of Engineering - Computer Sicence

Stanford University

Similar Profiles

CREATE PROFILE
Jiacheng (JC) Hu