Xiaoning Sun Email & Phone Number

Beijing, China

• Implement deep learning and image segmentation and identification for coronary angiography images, to automatically compute its SYNTAX Score to reduce processing time during surgery for 30% or 50%.• Solved SYNTAX Score decision tree to create code.• Wrote 20+ pages computer vision annotation rules for data used for training in segmentation of coronary arteries and lesions classification for 30+ medical professions.• Collect 15000+ DSA files ready for annotation from 24000+ DICOM documents from the hospital archive system and set up rules for DSA file selection. Analyze the ready-for-use DSA file distribution properties to form better artery and lesion annotation rules.• Combined medical knowledge with computer vision technology to develop and optimize image processing algorithms, designing and implementing algorithms using Python, leveraging experience in Linux environment to accelerate project deployment.

Costa Mesa, California, United States

• Analyzed popular product selection, activity match, and pricing strategies to design a consumer-focused and updated menu.• Applied multiple methods of product operation and management, including popular food delivery platforms (UberEATS, Postmates, Doordash, HungryUS, Fantuan, Panda Delivery).• Targeted 200,000+ college students (UCLA, USC, UCSD, Portola High School) to advance marketing and increase usage.• Calculated daily turnover through different platforms.• Provided accounting and inventory statistics to improve operational efficiency.• Achieved 100+ orders per day with 4-5k dollars daily revenue.

Beijing

• Responsible for managing and analyzing near and far field experiments data.• Tested 3 different machine learning models for the data on TensorFlow and other open-source Python packages to analyze the data.• Learned waveform processing and the origin and development of speech recognition.

Master Of Analytics

Bachelor'S Degree, Computer Engineering