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Deng Pan is listed as MS in Electrical Engineering at Columbia University｜BS in Computer Science at Peking University｜Interested in Software Development/AI based in New York, New York, United States. AeroLeads shows a matched LinkedIn profile for Deng Pan.
Deng Pan previously worked as Machine Learning Engineer at Alibaba Group and Research Assistant at Peking University. Deng Pan holds Master Of Science - Ms, Electrical And Electronics Engineering from Columbia University.
Deng Pan is a MS in Electrical Engineering at Columbia University｜BS in Computer Science at Peking University｜Interested in Software Development/AI.
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Hangzhou, Zhejiang, China
Participated in optimization of the recommendation system on China's largest e-commerce platform, primarily focusing on optimizing deep learning algorithms for recall, ranking. Conducted large-scale multi-GPU training on billion-scale data.Implemented ranking improvements. Integrated various cutting-edge deep learning models including DIN, SENet, MMOE, and.
Beijing, China
Created a model to detect event based on supervised contrastive learning; trained model on dialogues datasets.Ran BERT model as baseline with accuracy of 67% and assessed results to find key point of Event Detection task.Modified sampling method of trigger words using category information; applied concept of "class centroid" to augment trigger words as.
Beijing, China
Focused on POI (point of interest) strategy for Didi's map including removement, revision and addition of POI; generated 9k+ pieces of valid POI information within 3 months, directing following manual work.Processed million-level user data with Spark, filtering valid data with search terms and date for POI algorithm; Developed and ran routine tasks on.
Hangzhou, Zhejiang, China
Developed a network maintenance tool with Java to monitor situation of Ethernet switches in company.Utilized Springboot for back-end development and MySQL to build database.Collected customer opinions of China Air using Python crawler and analyzed with deep learning based NLP models.Wrote Python scripts to automate routine tasks of public opinion analysis.
Study track: Computer Engineering
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Deng Pan is listed as MS in Electrical Engineering at Columbia University｜BS in Computer Science at Peking University｜Interested in Software Development/AI.
Deng Pan is based in New York, New York, United States.
Deng Pan has worked for Alibaba Group, Peking University, Didi, and Air China.
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Deng Pan holds Master Of Science - Ms, Electrical And Electronics Engineering from Columbia University.
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