Hi, I'm Sang
Data Scientist
BIOGRAPHY
An avid tech enthusiast with a deep love for mathematics, data, and security.
RESEARCH
My exploration in the technology domain has provided me with a
diverse set of skills in the field of data science. In the
context of my research, my true passion is data security, with a
focused interest in safeguarding information within
high-mobility Inter of Things (IoT) applications such as
autonomous ground vehicles and unmanned aerial vehicles. I'm
particularly driven by the intricate challenges of communication
security in these dynamic environments. By leveraging Blind
Source Separation (BSS) and Machine Learning (ML), my research
aims to develope advanced solutions that address the unique
security challenges posed by high-mobility wireless
applications.
Areas of interest: Signal Processing, Machine Learning, Wireless
Communication
WORK
Skills
My favorite skills
Data
Processing
Proficient in wrangling and cleaning data using tools such as R, Python, and SQL to prepare it for analysis.
Data
Modeling
Experience in analyzing data using machine learning techniques to build predictive models.
Data
Visualization
Skilled in creating visually appealing graphs and charts to communicate insights from data.
Languages
R
AdvancedPython
AdvancedJulia
IntermediateTools
RStudio
AdvancedJetbrains IDE
AdvancedGit
AdvancedFrontend
HTML
AdvancedCSS
IntermediateJavaScript
BasicBackend
PostgreSQL
AdvancedMongoDB
IntermediateNode.JS
BasicExperience
My personal journeyEducation
Ph.D. in E.E.&C.S.
Embry-Riddle Aeronautical University August 2023 - PresentB.Sc. in Mathematics
Portland State University September 2021 - June 2023B.Sc. in Data Science
Portland State University September 2021 - June 2023Work
Graduate Teaching Assistant
Embry-Riddle Aeronautical University August 2023 - PresentSummer Researcher
Embry-Riddle Aeronautical University May 2023 - August 2023Summer Researcher
Embry-Riddle Aeronautical University June 2022 - August 2022Projects
Most recent workRepos
What I've been codingBlogs
What I've been writingPublications
My researchesPublished
- S. Peccoud, S. Xing, T. Yang and R. S. Stansbury, "Behavior-Based Communication-Aware Formation Control in Dynamic Multi-Agent Systems for Jamming Detection and Avoidance," SoutheastCon 2024, Atlanta, GA, USA, 2024, pp. 552-558, doi: 10.1109/SoutheastCon52093.2024.10500200.
- S. Xing, T. Yang, and H. Song, "Consensus-based Communication-aware Formation Control for a Dynamical Multi-agent System," SoutheastCon 2023, Orlando, FL, USA, 2023, pp. 60-67, doi: 10.1109/SoutheastCon51012.2023.10115199.
Preprint
- S. Xing, S. Peccoud, T. Yang, and R. Stansbury, "Robust Communication-Aware Jamming Detection and Avoidance for Distributed Multi-Agent Systems".
- R. Singh, I. Pellani, S. Peccoud, S. Xing, W. Reimer, Y. Liu, and etc, "Safety and Performance Assurance for Swarm UAV Operations: A Survey".