Driven Software Engineer with a Focus on Machine Learning and IoT SolutionsI am a highly motivated Computer Engineering graduate student at Columbia University with extensive experience in software development, machine learning, and IoT (Internet of Things).My academic and professional journey has been marked by a drive to innovate and solve complex problems, from my work at Beijing Togest Electric Co. to research at Columbia University.Colleagues and teammates recognize me as a detail-oriented, solution-focused engineer with a passion for emerging technologies.My key achievements include:-> Mobile Application DevelopmentDeveloped a Java-based plugin for mobile app and server integration at Beijing Togest Electric Co., improving on-site troubleshooting efficiency by 7% through enhanced service port management.-> Machine Learning and Deep LearningLed the design and implementation of a deep learning-based binary disassembler, achieving a precision of 98.45% and recall of 98.60%, outperforming existing models and enhancing security analysis.-> IoT System DevelopmentAt Jiangxi Copper Corporation, contributed to the design of database standards for IT and OT data collection, reducing network congestion by 11% through optimization of data processing strategies.-> Software DevelopmentAs part of an international research team, developed and fine-tuned a novel deep learning architecture, GraphFormers, improving performance on binary disassembly tasks, resulting in a highly efficient and secure system.With a focus on continuous learning and application of cutting-edge technologies, I am actively seeking opportunities to contribute to projects in software development, AI, and IoT, and to collaborate with teams aiming to push the boundaries of what technology can achieve.
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Software EngineerBeijing Togest Electric Co., Ltd Sep 2023 - Nov 2023Beijing, China• Participated in development of inspection receiving program plug-in to enable interaction between mobile APP and server using Java.• Solved issues such as service port occupation, improving troubleshooting and problem-solving capabilities on-site, overall efficiency increased by 7%
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Software EngineerJiangxi Copper Corporation Limited Nov 2022 - 2023Nanchang, Jiangxi, China• Compare existing open-source scanning tools and analyze capabilities and characteristics of them.• Design target address generation function based on the 6Forest algorithm, increasing scanning efficiency by 5%.• Generate target areas for seeds using reliable IPv6 active address sets and explore addresses using industrial control protocols such as Modbus in overall network space.• Analyze distribution and security situation of industrial control protocols based on obtained address information.
Yang Cao Education Details
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Computer Engineering -
Internet Of Things Engineering -
Internet Of Things Engineering
Frequently Asked Questions about Yang Cao
What is Yang Cao's role at the current company?
Yang Cao's current role is Graduate student at Columbia University | Software Engineer | Algorithm Development.
What schools did Yang Cao attend?
Yang Cao attended Columbia University, Beijing University Of Technology, University College Dublin.
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