I have a degree of Master of Science in Artificial Intelligence. I have experience training and finetuning traditional machine learning models as well as deep learning models such as MNN, CNN, LSTM. I have term projects that uses machine learning and data science techniques. In my recent internship, I used AWS to develop a cloud based application. In my other project, I developed regression and classification models for green energy storage, using random forest and neural network such as LSTM, and achieved a high accuracy. I have both software engineering and machine learning experience, and I look forward to a position in the AI and data field.
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Software EngineerEgain Corporation Sep 2023 - PresentSunnyvale, Ca, Us -
Software EngineerGovalley Jan 2023 - May 2023Implemented a cloud-based application of camera monitoring system for campus with React frontend.Implemented a file repository page that manages camera generated files and set up serverless backend on AWS lambda to connect to S3 bucket. Successfully enabled users to manage files through frontend.Deployed the application with AWS Amplify and set up SQL database for user information storage.
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Software EngineerYisen Technology May 2022 - Aug 2022Designed and developed a ecommerce item recommendation system with Python and JavaCollected 11M user data and utilized Gensim in Python for word embedding and item vectorizations.Built content-based and user-based collaborative filtering algorithm as recommendation engine to improve user conversion rate.Utilized and applied Faiss for user and item vector search with efficiency improvement by 20%.Integrated MLflow to track and finetune models and improved the accuracy by 5%.
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Software Programmer InternChangcheng Electronic Information Network Co. Jul 2018 - Aug 2018Explored the usage of Apache Tomcat (an open source implementation of Java Servlet that is mainly used to develop website apps) under the instruction of mentors. Learned to write Java on Tomcat to create simple applications such as login UI, helped with project functions.
Xudong Guo Education Details
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San José State UniversityArtificial Intelligence -
University Of California, Santa CruzComputer Science
Frequently Asked Questions about Xudong Guo
What company does Xudong Guo work for?
Xudong Guo works for Egain Corporation
What is Xudong Guo's role at the current company?
Xudong Guo's current role is Software Engineer.
What schools did Xudong Guo attend?
Xudong Guo attended San José State University, University Of California, Santa Cruz.
Who are Xudong Guo's colleagues?
Xudong Guo's colleagues are Robert Gutschenritter, Ashish Taywade, Samanyu Satheesh, Mike Donham, Sujit Zingade, Chris K, Ashish Chille.
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