Dongzhe Wang (王冬哲) Email & Phone Number

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

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

Singapore

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

Singapore

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

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 listing SKUs

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.

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%

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

* 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

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

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

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