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4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
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曾任
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)
2021 ~ 2023
軟體工程師
一個月內
C++
C
Python
待业中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
Yuan Ze University
Electrical Engineering (Group: Digital Technology)
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曾任
Software Project Manager @Askey Computer Corp.(Asus Group), Taiwan,
2020 ~ 2023
Project Manager、Software Project Manager、Product Manager
一個月內
Embedded System
Microsoft Embedded
Python
待业中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
Tamkang University
Water Resources and Environmental Engineering
Avatar of Stephen Hsu.
Avatar of Stephen Hsu.
曾任
Senior Test programmer @Robert Bosch GmbH
2022 ~ 2023
測試或資安專責人員
一個月內
education and training will be carried out. * Based on verification and validation (V&V), I conduct functional and security testing on IP security cameras and their backend support systems and platforms (PCs, AIOs, servers, network environments, Windows/[embedded] Linux). This includes penetration testing, ACL permission control, defense in depth validation, SSO, and ZTNA. * According to customer requirements, conduct system planning analysis and (semi/full) automated platform design and development, utilizing shell scripting, Python, and C#. * Utilize the Agile-Waterfall Hybrid model to develop, track, and manage the progress of wor...
QA Automation
Test Driven Development
Test Management
待业中
正在积极求职中
全职 / 对远端工作有兴趣
15 年以上
Concordia University
Master of Business Administration (M.B.A.)
Avatar of Jaron Cheng.
Avatar of Jaron Cheng.
Software Validation & Quality Assurance Senior Manager @Marvell Technology
2020 ~ 现在
QA automation engineer / Software development engineer in test
一個月內
Jaron Cheng New Taipei City, [email protected] https://www.linkedin.com/in/jaroncheng/ Hi, my name is Jaron, I'm the senior manager, software validation and quality assurance at Marvell. I've been dedicated to SOC software development in the field of server and industrial storage for over a decade. Now I'm seeking for new opportunity of engineering role - Software, please feel free to arrange a meeting with me if my expertise meets your requirements. Thank you. Work Experience Software Validation & Quality Assurance Senior Manager
PowerPoint
Excel
Word
就职中
正在积极求职中
全职 / 对远端工作有兴趣
15 年以上
Yuan-Ze University
Electrical Engineering
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ 现在
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
一個月內
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to
Deep learning with TensorFlow
Translational Research
Clinical Research
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of Marco.
Avatar of Marco.
曾任
Video Editor @美商勞倫斯科技股份有限公司台灣分公司
2021 ~ 2024
Video Editor
一個月內
協調後期團隊\監督製作進度\整理客戶意見並轉達與後期團隊 學歷 國立勤益科技大學 文化創意事業系專案 Activity Record Video Filming, editing view TV Advertisement Coordinate, organize, editing view Music Video Director, filming, editing view Marketing Video Scripting, editing view 技能 Microsoft Office Adobe Illustrator Adobe Photoshop Adobe Lightroom Adobe Premiere Pro adobe after effects DaVinci Resolve Final Cut Pro 語言 Chinese — 母語或雙語 English — 進階
Microsoft Office
Adobe Illustrator
Adobe Photoshop
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立勤益科技大學
文化創意事業系
Avatar of P.Koteswar.
Avatar of P.Koteswar.
Cloud Services Manager @AIA
2021 ~ 2022
DevOps Engineer, Site Reliability Engineer
一個月內
AlertManager Grafana Dashboards, AWS CloudWatch, Azure LogAnalytics Azure Monitor, Kibana, Thanos, Graylog , Opsgenie , Slack Network & Security Istio Service Mesh, SSL and TLS Certs Network Firewalls Ingress & Egress Controllers Routing, TGW and VPC Peering Infra As Code Terraform Terragrunt Go Lang ARM Templates, AWS CloudFormation Database Administration PostgreSQL MongoDB DynamoDB MSSQL Scripting python Scripting Bash & Shall Scripting :: Work Experience:: Skyflow Inc. FebruaryPresent Engineering Lead | SRE A WS | Kubernetes | Argo CD | Istio | Go Lang | GitLabs | Terraform | Terragrant| PGsql Manage the overall design and implementation of secure, scalable, and fault-tolerant infrastructure Managing and Automating Infrastructure Using Terraform, Terragrunt and Go Scripting
DevOps / CI / CD
Site Reliability Engineering
Terraform/Ansible/Jenkins
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
Sikkim Manipal University
Information Technology
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Technology Consultant @台灣易思資訊科技股份有限公司
2019 ~ 2024
程式設計師
一個月內
Microsoft Office
SQL
Linux
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
National United University
Information Manager
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
一個月內
Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables me to handle complex data analysis tasks effectively. My technical skill set is rounded out with proficiency in Python, Scala, Airflow for workflow management, Docker for containerization, and Linux shell scripting. I have led projects that improved client procurement efficiency by 15% and increased deployment rates by 60%, demonstrating my ability to leverage data insights to drive business improvements. With a Master's in Information Management and a Bachelor's in Economics, I possess a deep understanding of
Git
Python
Scala
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of Vu Nguyen Ngoc Quang.
Avatar of Vu Nguyen Ngoc Quang.
曾任
Mobile App Developer @Apple Inc.
2014 ~ 现在
Lead Infrastructure Engineer
兩個月內
Amazon Web Services components such as EMR and S3 buckets for cloud computing needs. Wrote new support programs and scripts to increase data storage capacity. Designed and developed scripts for loading and analyzing large datasets from text files. Infrastructure Engineer • IBM JuneAugust 2019 Automated routine tasks using scripting languages to control inventory. Coordinated with vendors for maintenance activities related to hardware and software upgrades. Researched new technologies and solutions to improve existing infrastructure setup. Maintained inventory of IT assets and software licenses in an organized manner. Collaborated with engineers and software developers to
Machine learning
Virtualization Technologies
Pandas Python
待业中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年

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专注于团队发展,有效引领团队采取行动,达成共同目标。
兩個月內
Research Assistant
Academia Sinica
2021 ~ 现在
Tainan, 台灣
专业背景
目前状态
就职中
求职阶段
专业
产业
工作年资
小於 1 年
管理经历
技能
Python
C#
C
TensorFlow
PyTorch
Bash scripting
Neo4J
Linux Shell
语言能力
English
中阶
求职偏好
希望获得的职位
PHD Student
预期工作模式
全职
期望的工作地点
United States
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
National Chung Cheng University
主修科系
Computer Science and Information Engineering
列印

Pei-Yu Tseng

Graduate Student

+1 8148265789

[email protected]

  State College, PA

I am a Graduate Student at Penn State, where I attend the laboratory led by Liu Peng, the director of the Cyber Security Lab. My research focuses on Network and System Security, and Deep Learning. 

Research Experience

Research Assistant

Pennsylvania State University08.2023 - Present

  • Reinforcement Learning for Advanced Persistent Threat
    • Analyzing real-world enterprise login data and network data to reconstruct the actual network environment.
    • Simulating the attack behavior of APT groups such as APT28 or APT41.

Academia Sinica • 09.2021 - 06.2023

  • Graph-based Neural Attack Behavior Detection and Alignment with Kernel Audit Logs for Advanced Persistent Threats
    • Simulated APT attack on Linux and Windows
    • Developed a theory for efficiently reducing kernel audit logs to ensure the high quality of behavior detection 
    • Developed models leveraging graph embedding to correlate and mine suspicious behavior in audit logs
  • Modeling Threat Representation through Building Cyber Threat Knowledge Base for Advanced Persistent Threats 
    • Developed models to extract semantic context from cyber threat intelligence platforms for generating provenance graphs
  • Using Honeypot Logs and Packets for Identifying Network Attack Patterns and their Signature
    • Utilizing  BERT-based models to analyze packets and logs from honeypots provided by Soft Bank

M.S.

National Chung Cheng University09.2019- 07.2021

  • Driving Behavior Recognition based on Generative Adversarial Networks   
    • Developed a redesigned model for identifying whether drivers are the owners of cars
    • Developed a mechanism for ensuring the reliability of the detection system
    • Evaluating the accuracy of several types of GAN in different situations

Work Experience

Penetration tester 

The Chiayi County Government • 05. 2020 - 12. 2020

  • Identified security vulnerabilities and weaknesses in websites or IoT devices for  the Chiayi county  government  
  • Designed and conducted simulated social engineering attacks

Network administrator

College of Engineering in CCU•  09. 2019 - 09. 2020

  • Maintained and administered the college's firewalls and network infrastructures
  • Managed the college's services, such as websites, VPN, and DNS

Education

PhD in Informatics

Penn State University•  08. 2023 - present

M.S . in Computer Science and Information Engineering

National Chung Cheng University •  09. 2019 - 07.2021

Publication

  • P.-Y. Tseng,  P.-C. Lin,  Edy Kristianto, Vehicle Theft Detection by Generative Adversarial Networks on Driving Behavior. Engineering Applications of Artificial Intelligence (published) [Paper]

Project

  • Reinforcement Learning for Advanced Persistent Threat
    •  A novel approach to defend against APT attacks, specifically targeting lateral movement.
    • To formulate APT attack into Observable Markov Decision Process (POMDP) problems
  • APT Discovery using OSINT and Network & System Logs
    • Integrated Open-source intelligence, Cyber threat intelligence, and MITRE ATT&CK framework into a cyber threat knowledge base, and developed neural network architectures to analyze and detect APT attacks in a multi-host environment.
    • Aligned the observed evidence to adversary lifecycle and correlated the relation between the detected 

      attacks and known attackers.

Skills


  • Python
  • TensorFlow
  • PyTorch



  • Bash scripting
  • Neo4J
  • Linux Shell



  • Java
  • C#
  • C
简历
个人档案

Pei-Yu Tseng

Graduate Student

+1 8148265789

[email protected]

  State College, PA

I am a Graduate Student at Penn State, where I attend the laboratory led by Liu Peng, the director of the Cyber Security Lab. My research focuses on Network and System Security, and Deep Learning. 

Research Experience

Research Assistant

Pennsylvania State University08.2023 - Present

  • Reinforcement Learning for Advanced Persistent Threat
    • Analyzing real-world enterprise login data and network data to reconstruct the actual network environment.
    • Simulating the attack behavior of APT groups such as APT28 or APT41.

Academia Sinica • 09.2021 - 06.2023

  • Graph-based Neural Attack Behavior Detection and Alignment with Kernel Audit Logs for Advanced Persistent Threats
    • Simulated APT attack on Linux and Windows
    • Developed a theory for efficiently reducing kernel audit logs to ensure the high quality of behavior detection 
    • Developed models leveraging graph embedding to correlate and mine suspicious behavior in audit logs
  • Modeling Threat Representation through Building Cyber Threat Knowledge Base for Advanced Persistent Threats 
    • Developed models to extract semantic context from cyber threat intelligence platforms for generating provenance graphs
  • Using Honeypot Logs and Packets for Identifying Network Attack Patterns and their Signature
    • Utilizing  BERT-based models to analyze packets and logs from honeypots provided by Soft Bank

M.S.

National Chung Cheng University09.2019- 07.2021

  • Driving Behavior Recognition based on Generative Adversarial Networks   
    • Developed a redesigned model for identifying whether drivers are the owners of cars
    • Developed a mechanism for ensuring the reliability of the detection system
    • Evaluating the accuracy of several types of GAN in different situations

Work Experience

Penetration tester 

The Chiayi County Government • 05. 2020 - 12. 2020

  • Identified security vulnerabilities and weaknesses in websites or IoT devices for  the Chiayi county  government  
  • Designed and conducted simulated social engineering attacks

Network administrator

College of Engineering in CCU•  09. 2019 - 09. 2020

  • Maintained and administered the college's firewalls and network infrastructures
  • Managed the college's services, such as websites, VPN, and DNS

Education

PhD in Informatics

Penn State University•  08. 2023 - present

M.S . in Computer Science and Information Engineering

National Chung Cheng University •  09. 2019 - 07.2021

Publication

  • P.-Y. Tseng,  P.-C. Lin,  Edy Kristianto, Vehicle Theft Detection by Generative Adversarial Networks on Driving Behavior. Engineering Applications of Artificial Intelligence (published) [Paper]

Project

  • Reinforcement Learning for Advanced Persistent Threat
    •  A novel approach to defend against APT attacks, specifically targeting lateral movement.
    • To formulate APT attack into Observable Markov Decision Process (POMDP) problems
  • APT Discovery using OSINT and Network & System Logs
    • Integrated Open-source intelligence, Cyber threat intelligence, and MITRE ATT&CK framework into a cyber threat knowledge base, and developed neural network architectures to analyze and detect APT attacks in a multi-host environment.
    • Aligned the observed evidence to adversary lifecycle and correlated the relation between the detected 

      attacks and known attackers.

Skills


  • Python
  • TensorFlow
  • PyTorch



  • Bash scripting
  • Neo4J
  • Linux Shell



  • Java
  • C#
  • C