Comcast

- Collaborate across business partners to develop ontology to support NLP/machine learning modeling and system requirements for semantic parsing at a scalable manner
- Oversee the development of ML datasets end to end from data collection, annotation to quality assurance
- Spearhead cross-functional initiative on new UI project that aims to serve annotation needs across domains and use cases within the organization

Language Engineer

TransPerfect

Developed, trained, and evaluated a ML domain classification model with an accuracy of 91%; established a base model deployed by machine translation engines

Machine Translation Engineer Intern

Human Language Technology Group @ Georgetown University 

- Developed chatbots on Alexa Developer Console, Google DialogFlow which assist users to commute with public transportation
- Collaborated with UX researchers to build conversation prototypes and transformed them into interactive models which handle intent and slot identifications, manage context, and interface with external APIs

Developer

Welocalize

- Looked after the localization and translation of the UI, marketing, help and API/technical contents of several products of Google, such as Android, Google Search and Google Chrome
- Completed more than 3,000 tasks and translated more than 1.5 million English words into traditional Chinese by 2020
- Led quality arbitration with Google internal reviewers with a success rate over 70%

Translator

Read Chinese Online

- Built the content structure of the Chinese learning website according to the Chinese Proficiency Test framework to enhance learners’ skills in reading, writing and speaking
- Created over 50 Chinese grammar articles which tackle usage of difficult function words, and stories with parallel text (Chinese-English) that cover topics including Chinese history and cross-cultural understanding

Content Director

Multilingual computational linguist with strong skills in linguistics, NLP and machine learning, and hands-on experience in leading research, developing models on large-scale unstructured data from scratch, and building conversational AI systems.

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