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經歷
Waste Image Classification • Designed and implemented a data collection pipeline and collected a dataset of 100,000+ waste images. • Developed an image augmentation algorithm and improved model accuracy and generalization by 10%. Violence Detection Using Audio Features • Pretrained a feature extraction network using temporal Convolutional Networks from an audio dataset. • Trained a fullyconnected network to detect a violent scene using audio features with TensorFlow.
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• Built a data pipeline for customer log data and designed a database on PostgreSQL. • Developed a data visualization that displays trending products withD3.js.
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• AnalyzedcorrelationbetweenCompressive Stress (CS) and Depth of layer (DOL) for strengthened glass. • Implemented a reinforcement learning algorithm, Deep Recurrent QNetwork(Hausknecht et al., 2015).
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學歷
GRADE POINT: 3.75/4.0 RELEVANT COURSEWORK: Computer Programming, Software Development, Discrete Structures, Computer Organization, SystemProgramming and Unix, Statistical Natural Language Processing
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• Observed neuromuscular junctions of Drosophila melanogaster larvae using a confocal microscope. • Researched genetics and neural mechanism including neural plasticity.
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活動
最近活動
獲獎 3
專案 3
수상
Major League Hacks 2021
Google Cloud · 2021년 2월
• Developed a web service to find the cheapest and quickest food delivery option • Designed and implemented backend services and REST APIs using Docker, Django, and MongoDB. • Implemented client-side usingReactJSand Google Maps API.
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Among Us Clone
2020년 12월 - 2020년 12월 · 1개월
• Developed a real-time multiplayer game using the JavaFX library on the client-side. • Multithreaded and synchronized in the server to process concurrent client requests via TCP sockets
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Yelprizona
2019년 12월 - 2020년 1월 · 2개월
• Implemented a crawler that collects location information from Yelp and stored in MongoDB. •Deployed an interactive visualization website which shows the change in popularity of places using D3.js
수상
Computer Science Showcase Competition 2019
University of Arizona · 2019년 4월
• ImplementedImage Style Transfer Using Convolutional Neural Networks(Gatys et al., 2015) • Developed examplebased style transfer algorithms in PyTorch
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Neural Style Transfer
2018년 12월 - 2019년 1월 · 2개월
• ImplementedImage Style Transfer Using Convolutional Neural Networks(Gatys et al., 2015) • Developed examplebased style transfer algorithms in PyTorch