Xinyi (Cindy) Cai

https://www.linkedin.com/in/xinyi-cai-339711101/

Apt 934, 113 Valentine Place, Ithaca, NY 14850

Cell: 607-***-**** Email: adhqiq@r.postjobfree.com

EDUCATION

Cornell University, College of Engineering, Ithaca, NY Expected Dec 2020 Master of Engineering, Electrical and Computer Engineering, GPA 3.618 Cornell University, College of Engineering, Ithaca, NY May 2019 Bachelor of Science, Material Science and Engineering Honors/ Award: Dean’s List, Engineering Learning Initiatives Undergraduate Research Award Relevant Courses: Statistical Data Mining, Supervised Machine Learning for Intelligent Systems, Artificial Intelligence, Bayesian Estimation and Stochastic Optimizations, Probability and Statistics, Information Theory, Computer System Organization and Programming, Discrete Structures, Object-oriented Programming, Operating Systems, Computer Networks, Project Management, Algorithms, Computer Vision WORK EXPERIENCE

SIEMENS Healthineers, Tarrytown, NY (remote), Software Data Engineer Sep 2019-Present

• Capstone project supervised by Professor Fengqi You

• Apply textual preprocessing (NLTK) to data collected from Atellica Solution in medical diagnostic laboratories

• Train, test and compare among classification algorithms (e.g. KNN, DT, SVM, CNN etc.) to predict patterns and help information of the operators under certain system events

• Implement the prototype model and algorithm with the Atellica Solution software Cornell University, Ithaca, NY, Teaching Assistant Sep 2018.-Present

• Teach course contents on digital logic, computer organizations and introductory probability on Piazza course forum

• Organize lab sessions, TA office hours and review sessions on the course subject

• Facilitate designing and grading homework assignments and exams Schneider Electric, Shanghai, China, Marketing and Product Development Intern Jun-Aug 2016

• Researched sales data of the previous generation electrical distribution devices Powerpact and Compact NS

• Drafted the value proposition of the Masterpact MTZ with upgraded standards and digital functionality

• Delivered data visualizations and presentations on collected feedbacks of Masterpact MTZ customization ACADEMIC PROJECT

Building Dynamic Memory Allocator (C#), Cornell University, Ithaca, NY Sep-Dec 2018

• Designed Malloc test suite to check the correctness of a dynamic memory allocation library including specification tests and stress tests that detects structural and data integrity problems

• Designed and implemented a dynamic memory allocator with considerations of utilization including overhead, heap management, allocation strategies and fragmentations and throughput. Image Classification (PyTorch), Cornell University, Ithaca, NY Apr-May 2020

• Built Convolutional Neural Network (CNN) models including applying data augmentation methods, constructing model layers and adjusting hyperparameters and epochs to classify animal images

• Trained the model on Google Colab for GPU acceleration and yielded 87% accuracy rate ADDITIONAL EXPERIENCE

College Against Cancer, Ithaca, NY, Activity Council Sep 2015-May 2019 Xing Research Group, Ithaca, NY, Undergraduate Researcher Feb 2017-May 2019 Xallent LLC, Ithaca, NY, R&D Engineer Sep-Dec 2018 Society for Women Engineers, Ithaca, NY, Member Sep 2016-Present SPECIALIZED SKILLS

Programming Languages/Tools : Java, Python, C, Verilog, R, MATLAB, LabVIEW, Mathematica, Pandas, Julia, SQL Languages: English (fluent); Mandarin Chinese (native)