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4-6 years
6-10 years
10-15 years
More than 15 years
軟體工程師 @鴻銘資訊有限公司2020 ~ Present
・
軟體工程師
Within one month
管理系學士學位，在目前公司任職軟體工程師。 大學時期曾任企業規劃實務助教，小組專題製作做 VR 校園導覽，該專題涉及 C# 語言和 Unity 開發工具，此專題一開始碰上的難題是如何使用 Unity，因系上未教導過此軟體，所以團隊採取了積極學習討論
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立勤益科技大學
・
資訊管理系
Senior software engineer @Delta Electronics (台達電子)2021 ~ Present
・
資深軟體工程師
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立聯合大學 National United University
・
資訊管理
教授 @國立政治大學2000 ~ Present
・
研究人員、代筆寫作
Within one month
服務喔!請把握機會。 工作經歷 教授 • 國立政治大學 六月Present | Taipei, Taiwan Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 學歷 國立台灣政治大學 經濟學 •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 技能 Word Java Canva Excel Visio MySQL C# 語言 English — 母語或雙語
Employed
・
Ready to interview
Full-time / Remote Only
More than 15 years
國立台灣政治大學
・
經濟學
高級專員 @國泰世華銀行2022 ~ Present
・
Software Developer
Within one month
括： 前端開發 ： 使用 ASP.NET MVC 架構實現前端界面。 適用於不同設備和瀏覽器，提供前端發送聯徵系統整合頁面。 後端開發： 使用 C# 語言進行後端開發。 使用IBM MQ系統，整合多系統對聯徵系統發送機制。 開發聯徵產品批次程式，輔助前端各系統查詢。 數
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
實踐大學（Shih Chien University）
・
資訊管理
Unity工程師 @樂玩遊戲股份有限公司2019 ~ 2019
・
Front-end、VR/AR Development、Software Developer(Game/Web/App)、Unity Developer
Within two months
與專案，期望自己在職涯中能成為可讓別人信任與依靠的人，希望能與優秀的夥伴一同成長、製作有趣的產品! 技能 Unity 3D/C# 熟悉 使用 Unity與C#語言， 具 連線同步實作、 DOTS ECS、 編輯器工具、行動原生插件 等 經驗 熟悉諸如MVC, ECS架構等及設計模式 及
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中興大學
・
資訊科學與工程學系Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
龍華科技大學
・
資訊網路工程
開發組組長 技術主任 @博聯生技股份有限公司2023 ~ Present
・
系統分析師、軟體開發工程師
Within one month
入集團UUID單一識別碼分享架構。 學歷 德明財經科技大學 資訊科技系 •私立學校難度較低都拿第一。 帶領同學參加競賽成績都不錯。 技能 C# C# .Net MVC c#.net c# windows form VB.NET vb.net SAP SQL Server Oracle SyBase DB2 SQL(IBM) Web Development Vue.js .NET Core 語言 English — 中階 Japanese — 中階
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
德明財經科技大學
・
資訊科技系Employed
Full-time / Interested in working remotely
10-15 years
長庚大學
・
資訊工程
Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司2023 ~ 2024
・
Software Engineer
Within one month
the campus to continue to enrich myself. Elective Courses-8 subjects with a total average score :85.4 and GPA : 3.9. ➤ Advanced artificial intelligence: use Google Colab to analyze pm2.5 air pollution data, and use linear regression to predict stocks, use C# to write fish identification in the final report and automatically bring it into the optional cooking menu. ➤ Advanced data mining and huge data analysis: Use python and use google API search engine to compose automatic answering robots. ➤ Image processing: Use Visual studio 2012 C#
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
・
Computer Science and Information
系統分析師 @雲端互動2021 ~ Present
・
More than one year
合再造委外規劃案/研究人員 各類型專案工作內容 軟體系統開發 客群分析 研擬票種方案 系統分析 系統設計 程式開發(C#、R、SARIMA、PANEL Data、MSSQL、Netezza) 功能測試 專案簡報 營收績效評估 數據分析運用 運量資料分析 運量資料呈現(Tableau) 運量預測(R、SARIMA) 提出解
Employed
Full-time / Interested in working remotely
6-10 years
國立臺灣大學
・
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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