Dongzhe Wang (王冬哲)
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Dongzhe Wang (王冬哲) Email & Phone Number

AI Modeling | Search and Recommendations | Multilingual at Rakuten Asia Pte Ltd
Location: Singapore, Singapore, Singapore 7 work roles 4 schools
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Current company
Rakuten Asia Pte Ltd
Role
AI Modeling | Search and Recommendations | Multilingual
Location
Singapore, Singapore, Singapore
Company size
175 employees

Who is Dongzhe Wang (王冬哲)? Overview

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Dongzhe Wang (王冬哲) is listed as AI Modeling | Search and Recommendations | Multilingual at Rakuten Asia Pte Ltd, a company with 175 employees, based in Singapore, Singapore, Singapore. AeroLeads shows a matched LinkedIn profile for Dongzhe Wang (王冬哲).

Dongzhe Wang (王冬哲) previously worked as Principal Researcher Scientist at Rakuten Asia Pte Ltd and Research Scientist at Rakuten Asia Pte Ltd. Dongzhe Wang (王冬哲) holds Doctor Of Philosophy (Ph.D.), Electrical And Electronics Engineering from Nanyang Technological University.

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Rakuten Asia Pte Ltd

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Profile bio

About Dongzhe Wang (王冬哲)

12+ years experience in the artificial intelligence and machine learning from research to product. Skilled in natural language processing, deep learning, computer vision, multilingual and multimodal pre-training in industry and academia.

Current workplace

Dongzhe Wang (王冬哲)'s current company

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Rakuten Asia Pte Ltd
Rakuten Asia Pte Ltd
AI Modeling | Search and Recommendations | Multilingual
singapore, singapore
Website
rakuten.com.sg
Employees
175
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7 roles

Dongzhe Wang (王冬哲) work experience

A career timeline built from the work history available for this profile.

Principal Researcher Scientist

Current
Rakuten Asia Pte Ltd

Singapore

Lead model and algorithm R&D where the focus includes:- Semantic search & Dense retrieval (relevance)- Visual search for e-commerce- User intent understanding- Personalization

Apr 2024 - Present

Research Scientist

Rakuten Asia Pte Ltd

Singapore

Machine Translation:- Built Rakuten's in-house multilingual neural machine translation model for e-commerce, travel, and entertainment businesses - Harvested parallel language corpus across Rakuten businesses

May 2020 - Apr 2024

Adjunct Lecturer

Current
National University Of Singapore

Singapore

Teach TBA4230 Audit Analytics at School of Continuing And Lifelong Education (SCALE)

Aug 2022 - Present

Senior Data Scientist

Zhuiyi Technology

Singapore

- Pursued cutting-edge NLP-related technology and research (QA, Generation, Reinforcement Learning)- POC on international business (cross-lingual research to product landing)

Oct 2019 - May 2020

Data Scientist

Shopee

新加坡

- Offline model exploration of listing category recommendation (hierarchical CNN-FastText)- Deploy and maintain category recommendation online service for seller center- Data analysis on the backend category tree performance of e-commerce platform (large-scale clustering)- Image-based SKU attribute tagging (few-shot learning)- Keyword spam detection for.

Oct 2018 - Oct 2019

Text Mining External Consultant

Deloitte

Singapore

  • Have been designing and developing customer survey summarization systems
  • Detected the aspects of reviews
  • Clustered reviews to perform extractive summarization
  • Classified reviews from three customer psychological aspects.
May 2017 - Jan 2018

Summer Internship

Siemens

Beijing City, China

  • Developed a C++ algorithm of autofocusing in automatic microscopy effectively and efficiently
  • Detected the focal plane position without scanning focal planes and the accuracy is over 95%
Jun 2013 - Aug 2013
Team & coworkers

Colleagues at Rakuten Asia Pte Ltd

Other employees you can reach at rakuten.com.sg. View company contacts for 175 employees →

KY Kenta Yoshihide Kenta Yoshihide Colleague at Rakuten Asia Pte LtdJapan, Japan View → AK Augustine Kau Augustine Kau Colleague at Rakuten Asia Pte LtdSingapore, Singapore, Singapore View → GS Ge Shuming Ge Shuming Colleague at Rakuten Asia Pte LtdSingapore, Singapore View → CW Chie Waijo Chie Waijo Colleague at Rakuten Asia Pte LtdSingapore, Singapore View → AP Alberto P. Alberto P. Colleague at Rakuten Asia Pte LtdSingapore, Singapore View → JJ Joel Jr. Ruelos Joel Jr. Ruelos Colleague at Rakuten Asia Pte LtdSingapore, Singapore View → RI Ryo Ishizawa Ryo Ishizawa Colleague at Rakuten Asia Pte LtdSingapore, Singapore View → AK Aya Kuno Aya Kuno Colleague at Rakuten Asia Pte LtdJapan, Japan View → NM Nozomi M. Nozomi M. Colleague at Rakuten Asia Pte LtdSydney, New South Wales, Australia, Australia View → AA Austen Ang Austen Ang Colleague at Rakuten Asia Pte LtdSingapore, Singapore View →
4 education records

Dongzhe Wang (王冬哲) education

Doctor Of Philosophy (Ph.D.), Electrical And Electronics Engineering

Nanyang Technological University

* Doctoral studies, under advisor Dr. Mao Kezhi, included in depth studies of natural language processing and computer vision. * Real.

Master Of Science (Ms), Electrical Engineering

Penn State University

MS Thesis titled "HIV-Associated Distal Neuropathic Pain classification on MRI brain images" in 2014. Published a paper titled.

Bachelor Of Science - Bs, Electrical Engineering, 3.74/4.0

Binghamton University

Activities and Societies: * Phi Kappa Phi National Honor Society * Tau Beta Pi Engineering Honor Society2 years tutor in the school.

Bachelor Of Engineering (B.Eng.), Electrical And Electronics Engineering, 3.63/4.0

Hebei University Of Technology

Activities and Societies: Debate TeamMajored in Electrical Engineering at the School of International Education. Selected in the HUT-SUNY.

FAQ

Frequently asked questions about Dongzhe Wang (王冬哲)

Quick answers generated from the profile data available on this page.

What company does Dongzhe Wang (王冬哲) work for?

Dongzhe Wang (王冬哲) works for Rakuten Asia Pte Ltd.

What is Dongzhe Wang (王冬哲)'s role at Rakuten Asia Pte Ltd?

Dongzhe Wang (王冬哲) is listed as AI Modeling | Search and Recommendations | Multilingual at Rakuten Asia Pte Ltd.

Where is Dongzhe Wang (王冬哲) based?

Dongzhe Wang (王冬哲) is based in Singapore, Singapore, Singapore while working with Rakuten Asia Pte Ltd.

What companies has Dongzhe Wang (王冬哲) worked for?

Dongzhe Wang (王冬哲) has worked for Rakuten Asia Pte Ltd, National University Of Singapore, Zhuiyi Technology, Shopee, and Deloitte.

Who are Dongzhe Wang (王冬哲)'s colleagues at Rakuten Asia Pte Ltd?

Dongzhe Wang (王冬哲)'s colleagues at Rakuten Asia Pte Ltd include Kenta Yoshihide, Augustine Kau, Ge Shuming, Chie Waijo, and Alberto P..

How can I contact Dongzhe Wang (王冬哲)?

You can use AeroLeads to view verified contact signals for Dongzhe Wang (王冬哲) at Rakuten Asia Pte Ltd, including work email, phone, and LinkedIn data when available.

What schools did Dongzhe Wang (王冬哲) attend?

Dongzhe Wang (王冬哲) holds Doctor Of Philosophy (Ph.D.), Electrical And Electronics Engineering from Nanyang Technological University.

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