基本信息
浏览量:325
职业迁徙
个人简介
A software engineer with R&D experiences focused on machine learning, recommendation systems, NLP, dialog/chatbots and ontology:
Recommendation models: deep learning based models for financial product recommendation and their interpretability, Transformer-based sequential modeling
Machine learning: supervised & unsupervised statistical and deep learning for business applications, model & data life-cycle management, development of client-server system to streamline model building tasks
Natural language processing: intent classification, entity extraction, temporal information identification, clinical information extraction, event detection
Dialog-based systems: multi-modal virtual agents on mobile applications, interactive learning/execution of daily tasks, question-answering chatbot
Ontology-based Reasoning: semantic similarity and relation inference based on ontology
Problem solver from diverse experiences from research labs, a startup, and a financial company, delivering practical solutions from prototyping to productization (with experiences in closely working with business teams)
Recommendation models: deep learning based models for financial product recommendation and their interpretability, Transformer-based sequential modeling
Machine learning: supervised & unsupervised statistical and deep learning for business applications, model & data life-cycle management, development of client-server system to streamline model building tasks
Natural language processing: intent classification, entity extraction, temporal information identification, clinical information extraction, event detection
Dialog-based systems: multi-modal virtual agents on mobile applications, interactive learning/execution of daily tasks, question-answering chatbot
Ontology-based Reasoning: semantic similarity and relation inference based on ontology
Problem solver from diverse experiences from research labs, a startup, and a financial company, delivering practical solutions from prototyping to productization (with experiences in closely working with business teams)
研究兴趣
论文共 54 篇作者统计合作学者相似作者
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mag(2015)
引用23浏览0引用
23
0
TRAITEMENT AUTOMATIQUE DES LANGUESno. 2 (2012): 177-205
引用23浏览0EI引用
23
0
Applied Natural Language Processingpp.351-364, (2012)
Meeting of the Association for Computational Linguisticspp.146-154, (2011)
引用24浏览0EI引用
24
0
BCBpp.636-640, (2011)
Hyuckchul Jung,James Allen, William de Beaumont,Nate Blaylock, Lucian Galescu, George Ferguson, Mary Swift
No Code Requiredpp.309-330, (2010)
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D-Core
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