Jing Xian Chai
jxc
About
As a software engineer and a recent Computer Science graduate, I am passionate about software engineering and machine learning and interested in solving problems with technologies. I am actively seeking software engineering opportunities to contribute my skills, continue learning, and grow.
Education
University of Minnesota, Twin Cities
Bachelor of Science, Computer Science
Sep 2021 - Dec 2023
Work Experience
Yiy Sing
Remote
Full-stack Engineer
May - Aug 2023
Migrated the e-commerce website and improved the user experience using modern web frameworks and technologies, reducing page load time by 50%
OneCommons
Remote
Full-stack Intern
May - Jul 2022
Contributed to unfurl.cloud, a PaaS platform, simplifying software deployment across various cloud providers.
Projects
Autoscaling Key-Value Store
Developed an autoscaling key-value store system utilizing machine learning and consistent hashing algorithm
Cloud Computing
Distributed System
Machine Learning
Stock Market Forecasting
Experimented and implemented deep learning models (TCN, DeepAR, transformer, etc) for stock market forecasting competition on Kaggle.
Deep Learning
Time Series Forecasting
Parallel Label Propagation
Implemented a parallel label propagation algorithm with Open MPI.
Parallel Computing
HPC
Label Propagation
Parallel Quick Sort
Recommendation System
Developed an item-based collaborative filtering recommendation system to predict the user and business ratings
Recommendation System
Data Mining
Metro-Transit
metrotransit.vercel.app
Built a web application that displays the real-time metro-transit schedule to avoid long waiting at the station.
Web Application
Minesweeper
msweeper.com
Skills
Software Engineering
Machine Learning
Deep Learning
Cloud Computing
Distributed System
Recommender System
Database
Parallel Computing
High Performance Computing
TypeScript
JavaScript
Python
C/C++
HTML
CSS
Rust
Java
OCaml
React
Next.js
Vue.js
Tailwind CSS
Node.js
GraphQL
REST
Prisma
PostgreSQL
Firebase
Docker
Apache Spark
PyTorch
Git
AWS
macOS
Linux