View My Resume (PDF)
Education
- Master of Science in Computer Science and Engineering, University of California, San Diego 2023-2024
- (Imcomplete) Master of Science in Network Engineering, National Yang Ming Chiao Tung University, 2021-2022
- Bachelor of Science in Computer Science, National Chiao Tung University, 2017-2021
Experiences
- 5G Wireless Software Engineer Intern, MediaTek, 2024
- Developed and maintained a backend service for an internal web application that streamlined the tracking of customer report resolutions for 5G modem system issues.
- Designed and implemented 40+ features and APIs using Python Flask and MongoDB to enhance workflow efficiency.
- Optimized database structures and query pipelines, reducing response times by 67%, improving the user experience for the internal platform.
- Collaborated with cross-functional teams to ensure scalability, reliability, and seamless deployment of the service.
- Studied 3GPP spec mainly focused on NAS layer protocol for Mobility Management and Network Selection in 4G and 5G network.
- Software Engineer Intern, Taiwan Semiconductor Manufacturing Company, 2022
- Migrated legacy systems to Kubernetes-based environments, leveraging CI/CD pipelines for seamless deployments.
- Developed a Java Spring Boot service to optimize reporting processes, doubling data processing speeds.
- Teaching Assistant of Intro. to Network Programming [Syllabus], National Yang Ming Chiao Tung University, 2022
- Assisted students in understanding network programming concepts and completing assignments.
- Conducted lab sessions and provided one-on-one guidance on socket programming and protocols.
- Teaching Assistant of Machine Learning for Networking [Syllabus], National Yang Ming Chiao Tung University, 2022
- Supported the professor by preparing teaching materials on ML algorithms for networking applications.
- Evaluated student projects and provided constructive feedback on ML model implementations.
- Software Engineer Contractor, DBS Bank, 2020-2021
- Researched in real-time speech and facial emotion detection for fraud detection applications.
- Built a Python-based data collection tool utilizing Selenium and Pandas to automate recruitment processes for 30+ engineers.
- Developed a chatbot using Flask and PostgreSQL for automated phone dialing via Twilio, improving customer support efficiency.
Competitions
- Mei-Chu Hackathon, 2021 - 2nd Place
- AIS3 EOF CTF, 2021 - Rank 10 of Finalist
- ICPC Asia Taipei-Hsinchu Site Programming Contest, 2020 - Bronze Medal. My ICPC ID: [C300DHLH34B2]
- Mei-Chu Hackathon, 2020 - 3rd Place [GitHub Repo]
- ICPC Asia Taiwan Online Programming Contest, 2020 - Honorable Mention
Coursework Projects
- Network System - Golang implementation of RAFT, a consensus alogrithm for distributed system.
- Parallel Computation - GeMM on CPU, GPU and a real supercomputer with vectorization, CUDA and Open MPI
- Natural Language Processing - Pretraining transformer-based decoder with multi-head attention and dropout layer to prevent overfitting.
- Recommender System - Python implementation of Latent-factor models, Bayesian Personalized Ranking and Word2Vec.
- Unsupervised Learning - Obtain 2D embedding of cities based on their distances using multidimensional scaling.
- Haskell Snake Game - A double player snake game programmed with functional programming language Haskell. [GitHub Repo]
- Multifunctional Aerial Gazer - Face tracking drone (DJI Tello EDU) using OpenCV, TensorFlow and MediaPipe
for face detection, head pose estimation and hand gesture recognition. [GitHub Repo]
- SAT solver - C++ implementation of CDCL-based heuristic alogrithm to solve SAT (NP-complete) problem.
- Compiler - It's implemented in lex, Bison, and C++ generates RISC-V assembly for a P program. [Course Github]
Skills
Python
C/C++
MongoDB
Java
Haskell
Golang
SQL
JavaScript
HTML
P4
Selenium
OpenMPI
Kubernetes
Git
Spring Boot
Unity
Linux
Docker
Quiskit
Cuda
Publications
- S.Y. Wang and N.E. Kuo. Using programmable p4 switches to reduce communication costs of parallel and distributed simulation., IEEE Globecom, 2022. [Link]
- N.-E. Kuo, Y.-C. Chu, and R.-J. Chen. Quantum computation and shallow circuit experiment, Proceedings of the 37th Workshop on Combinatorial Mathematics and Computation Theory, 2020.