User 19250 1481282038

Chin Wei Chen

I am a highly passionate Data Scientist in solving problems and make AI into the product. I have around 3+ years of experience in data engineering and data analysis by working in the information security domain. Experience with data collection, data pipeline, data center, using machine learning and deep learning skills on anomaly network traffic detection, malware family classification, and anomaly detection.

Data Engineer / Data Analyst
Taipei,TW
[email protected]

Work Experience

Institute for Information Industry, Data Engineer / Data Analyst, Nov 2017 ~ Now

Skills: Security Research, Data Engineering, Data Mining, Machine Learning, Deep Learning


Plan data center/flow architecture, develop, build and deploy
  • Build the data center with Hadoop, Spark, Kafka, Jupyter notebook service for the department and provide on the virtual environment(VirtualBox, Docker), GCP.
  • Lead the project and build the data flow for SOC with Flask, Fluentd, Snort, Kong, Elasticsearch.
  • Develop the web crawler for the data collection on the dark web with the Tor browser.
Research and develop ML/DL algorithm for information security
  • Research on anomaly network traffic detection using generative adversarial network.
  • Research on malicious-insider detection model using Scala.
  • Research on malware family classification using active learning by learning.
  • Research on windows event log using data mining with ATT&CK framework.
  • Enhance and maintain the anomaly detection AI module.
  • Lead interns and coordinate with team members.

Netxtream Technologies, Software Engineer, May 2016 ~ Nov 2016

Skills: Payment Flow API, Cryptographic Module

  • Develop payment flow with E.SUN Bank Alipay API.
  • Design the cryptographic module in the intrusion sensor (Arduino UNO) on the LoRa communication gateway.

Alchemy Information, Software Engineer, Jan 2015 ~ Jul 2015

Skills: Crawler, Web development

  • Build a web crawler system that grabbing information from social media API (Twitter & Facebook).
  • Construct a RESTful web application using Laravel and JQuery.

Education

National Taiwan University of Science and Technology, Master's degree, Computer Science and Information Engineering, 2015 ~ 2017

National Taiwan University of Science and Technology, Bachelor's degree, Computer Science and Information Engineering, 2011 ~ 2015

Honors-Awards

Publications

Patents

  • 異常流量偵測裝置及其異常流量偵測方法, ABNORMAL FLOW DETECTION DEVICE AND ABNORMAL FLOW DETECTION METHOD THEREOF, tw I674777, 2020.

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