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4-6 years
6-10 years
10-15 years
More than 15 years
Past
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)2021 ~ 2023
・
軟體工程師
Within one month
based systems . Directly engaged with customers, developed features that seamlessly aligned technical solutions with their needs . Built customized AGL image with Yocto for multiple platforms (Rpi 4, RCar, QEMU) , showcasing our solution at conference/exhibition to attract potential customers. PROGRAMMING C/C++ Python Shell script Software Engineer • Hewlett Packard Enterprise MayAug 2021 | 2 yrs 4 mos Developed automated test scripts for ProLiant/Apollo servers. Including solution design, analysis, coding, testing and integration. Identified and debugged issues with code and made changes or improvements. Directly engaged on factory issues, ensure
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Yuan Ze University
・
Electrical Engineering (Group: Digital Technology)
Past
Software Project Manager @Askey Computer Corp.(Asus Group), Taiwan,2020 ~ 2023
・
Project Manager、Software Project Manager、Product Manager
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Tamkang University
・
Water Resources and Environmental Engineering
Software Validation & Quality Assurance Senior Manager @Marvell Technology2020 ~ Present
・
QA automation engineer / Software development engineer in test
Within one month
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
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Yuan-Ze University
・
Electrical Engineering
OPC Chief Engineer @TSMC2020 ~ Present
・
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
Within one month
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
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
・
Ph.D. - Clinical Engineering
Past
Senior Test programmer @Robert Bosch GmbH2022 ~ 2023
・
測試或資安專責人員
Within one month
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...
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Concordia University
・
Master of Business Administration (M.B.A.)
Data Engineer @Groundhog Technologies Inc.2021 ~ 2024
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
reduced 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
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
・
Information ManagementSolutions Architect @BORN Group2022 ~ Present
・
Solutions Architect
Within two months
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Darrick Wood Secondary School
・
A-LevelsCloud Software Engineer @Foxconn Technology Group2022 ~ Present
・
Software Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Cheng Kung University (NCKU), Taiwan 國立成功大學
・
Department of Industrial and information management Institute of information management
Senior Specialist Consultant @HSBC Software Dev(GD) Ltd.2021 ~ Present
・
Software Manager
Within two months
end Frameworks : SpringCloud,Jersey,Tomcat,nginx, swagger,vert.x Database MSSQL,MySQL, MariaDB, Cassandra Hibernate,mybatis,mycat MSSQL replication, Backups and Recovery. Database Optimization, Query Optimization MySQL read/write split. Servers AWS - EC2, S3 Azure - docker with fabric service, powerBI Alicloud - instances, route management Linux Administration, Shell Scripting, Cron Jobs, Server Monitoring. Windows Server 2012 maintenance CI/DI gitlab + Jenkins + docker registry + azure service fabric Production environment config with spring cloud config server. System surveillance Nagios for system. zipkin for api analyse. Taking data for mobile application.
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan Ocen University
・
Computer Science
Software Engineer @Houzz_美商好適家有限公司台灣分公司2022 ~ Present
・
Software engineer
Within two months
machine deployed as an AWS Lambda. Implementation including event authorization, duplicate events handling, data lookup, data evaluation and validation, caching, rate limiting and throttling. ● Write end-to-end tests to ensure the system has satisfied the business requirements and met the acceptance criteria. Testing environment including shell scripting, container configuration and tuning properties files. ● Unit tests and integration tests for testing code functionality and modules’ integration. ● Deploy and maintain AWS resources, including S3, RDS, Kinesis, SQS, Lambda and Cloudwatch, etc in Cloudformation templates 07//2019 Phoenix, USA Software Developer, USAA
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Texas - Dallas
・
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Professions
Fields of Employment
Work experience
Less than 1 year
Management
None
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
PHD Student
Job types
Full-time
Locations
United States
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chung Cheng University
Major
Computer Science and Information Engineering
Research Experience
Research Assistant
Pennsylvania State University• 08.2023 - 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 University • 09.2019- 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
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
Research Experience
Research Assistant
Pennsylvania State University• 08.2023 - 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 University • 09.2019- 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
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