𝗖𝗼𝗿𝗲 𝗧𝗲𝗰𝗵 𝗘𝗺𝗮𝗶𝗹 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝗶𝗻𝗴 𝗦𝗲𝗿𝘃𝗶𝗰𝗲, 𝙨𝙚𝙧𝙫𝙞𝙘𝙚 𝙤𝙬𝙣𝙚𝙧 • Led a team in designing and developing a machine learning-based threat highlighting service, identifying 35k suspicious emails from 2.5M samples/day and selecting top campaigns to maximize solution effectiveness • Established CI/CD using GitHub Actions and CloudFormation to deploy microservices to multiple environments on AWS ECS, enabling continuous feature delivery to achieve agile development • Implemented automatic performance monitoring with AWS OpenSearch, using TSVB graphs to visualize data quality and monitor solution effectiveness𝗖𝗼𝗿𝗲 𝗧𝗲𝗰𝗵 𝗧𝗵𝗿𝗲𝗮𝘁 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗲 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺, 𝙨𝙚𝙧𝙫𝙞𝙘𝙚 𝙤𝙬𝙣𝙚𝙧 • Orchestrated cross-site collaboration between TW and PH teams, leading the design and implementation of a case automation process with AI integration into legacy Core Tech services • Applied targeted end-to-end system design, mapping platform flows, and conducting threat analysis to engineer a robust safety net, resulting in the automated handling of 800k (98%) threat cases/month • Demonstrated strategic task prioritization, defining MVPs and optimizing processes for rapid implementation, ultimately freeing two operational teams and enabling a shift towards proactive cyber defense hunting𝗘𝘅𝘁𝗲𝗿𝗻𝗮𝗹 𝗔𝘁𝘁𝗮𝗰𝗸 𝗦𝘂𝗿𝗳𝗮𝗰𝗲 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝘆, 𝙘𝙤-𝙤𝙬𝙣𝙚𝙧 • Designed and implemented an API built on preexisting services to allow VisionOne customers to submit feedback to the backend service with Golang, Helm and S3 • Created a comprehensive Knowledge Base from two months of customer cases, enhancing troubleshooting and support operations, and significantly reducing the workload of the Coretech RD and product teams

• Developed a library providing artificial neural network solution to detect car’s speed by dashboard camera for autonomous vehicles with mean square error (MSE) less than 3.• Published the library to the official PyPI (Python Packaging Index) repository and provided a well-documented API.• Currently publishing a research paper introducing the preprocess pipeline and neural network architecture used in our car-speed-detection library.

• Managed a 5 people team consisted of students with 4 different majors from 3 different universities.• Developed a software 3D simulator that could simulate mechanical arms for CS and ME students to learn robotics.• Developed library and API for students to learn to control the simulated mechanical arms with C#.

• Developed software application capable of processing articles from 5 distinguished newspaper publishers, digitalized text information, and visualized it with word cloud for political scientist in social-based research• Implemented NLTK and StandfordNLP libraries to process irrelevant words, search for the most common phrases and use the linear regression predict the most common words used by different publishers in different news topic• Tested the software application with 5000 articles papers from 5 publishers within 20 years with 99.8% success rate

• Developed an iOS application prototype helping a team to set up and weekly goal to accomplish the project on time, analyzing and monitoring team members’ working efficiency to deign and adjust customized task to improve working efficiency.• Oversaw 70% of the marketing works including promoting ideas, customer discovery, designing marketing campaign template, marketing strategy, business model and funding strategy template.• Designed landing page for exploring potential clients and demonstrated the project to investors.