Justin (Wei-Kai) Chang
Computer Science and Information Engineering Graduate
An independent and self-motivated computer science graduate with proven and experienced in Big Data Systems, ETL, SQL and NoSQL, Data Mining, Statistics, AI planning and searching, Recommender system, Cryptography. Currently searching for an data analyst, data engineer or data scientist position.
[email protected] 0955259829 linkedin.com/in/justin-wei-kai-chang
New Taipei City, Taiwan
EDUCATION
MSc - Computer Science and Information Engineering
National Dong Hwa University (GPA: 4.3/4.5)
2020 - 2022
Master's Thesis: "Predictive Analytics and Dynamic Correction of Sequential Behaviors on Streaming Big Data"
Relevant Coursework: Statistics, Big Data Systems, Artificial Intelligence
BSc - Computer Science and Information Engineering
National Dong Hwa University (#1 in senior year with GPA 4.44/4.5)
2016 - 2020
Main Course
- AI (searching, ML, DL)
- Statistics
- Big Data Analytics
- Data Mining
- Database
- Distributed Systems
- Information Security/ Cryptography
TECHNICAL SKILLS
Math & Statistics
Machine learning, Statistical Modeling, Supervised Learning, Unsupervised Learning, AI searching, AI planning
Programming and Database
Python, R, SQL and NoSQL, MapReduce Concepts, Hadoop, Spark, Kafka
Communication and visualization
Engage with senior management, story telling, translating data-driven insights into decisions and actions, python data viz
RESEARCH PROJECTS
NDHU BEACON PROJECT (09/2020-09/2022)
Multi-Functional Self-driving Vehicles and Real-Time Streaming Data Analytics
- Built basic ETL that ingested iots and self-driving streaming data using NodeRed, Kafka, Spark, Hbase/MongoDB and Python
- Mined trajectory patterns generated by self-driving vehicles and built a similarity-based model to predict and detect anomaly behaviors.
- Designed and implemented a dynamic correction system with 3 planning algorithms
EAST TAIWAN ORGANIC and PRECISION AGRICULTURE LEAGUE PROJECT (09/2018-06/2019)
Big Data Analytics in Precision Agriculture and Organic Farming
- Leader of the team.
- Preprocessed hyperspectral images and streaming data from drone and farming sensors
- Built a website for data visualization with Wordpress, html and PHP
- Mined trajectory patterns and analyzed data from hyperspectral images and streaming data using MapReduce Concepts(writing Mapper and Reducer in Python)
HONORS & LEADERSHIP ACTIVITIES
- National University and College Athletic Games -- 4x100m freestyle relay 5th place
- Outstanding Academic Performance Award in Master
- Presidential Award in Senior year
- TaiwanICDF MongoDB Developer Training Course TA
Conference Publications & Presentation
- Wei-Kai Chang and Shiow-yang Wu. Predictive Analytics and dynamic Correction of Sequential Behaviors on Streaming Big Data. 2022 Taiwan Academic Network Conference, Dec 15-17. 2022
- Yu-Hen Chen and Shiow-yang Wu. Time Series Data Analysis and Behavior Recognition with Integrated Shape and Symbolic Aggregate Approximation. 2020 Taiwan Academic Network Conference, Oct 28-30. 2020 (oral presentation)
