Yuting Lin Email & Phone Number

美國 加利福尼亞州 洛杉磯

Google, Photos

Shanghai, China

• Adapted a non-parametric neural machine translation model to Google Ads data retrieved from Translation Memory.• Improved translation quality by 0.02 ~ 0.1 TER score on all 6 languages listed in our OKR.• Designed a novel metric to show that our adapted method did improve the translation accuracy not only quantitatively but also qualitatively.• Built up an end-to-end distributed data processing pipeline from generating training data to evaluating translation results with FlumeJava / C++, Google Plx, and Lingvo.

Shanghai, China

• Involved in designing a daily >100GB parallel crawler system using Charles, Celery, Redis, MySQL, Kafka, HDFS, etc.• Optimized crawler strategies from scratch, improved data coverage from 30% to over 80% (over 50 million records per day) for a fast-rising competitor.• Built up our logging monitoring infrastructure with ELK stack, reduced at least 75% of troubleshooting time after our service scaled up to 8+ servers.• Excellent Project of the Quarter Award, 2018 Q4.

Taipei, Taiwan

• Involved in designing a DNN-based, language-independent, article recommender system compatible with Hadoop Lucene using Tensorflow.• Cooperated with a digital advertising company. Achieved over 72% of the previous system's performance while entirely released the requirement of human taggers.• Experiments' result submitted to EMNLP 2018, NAACL Industry Track 2018. Experience with independent research and academic writing.

Taipei, Taiwan

• Incorporated linguistic knowledge from WordNet to improved word-embeddings' ability to extract semantic meanings by multi-task learning.• Reviewed papers and conducted preliminary surveys.

Taipei, Taiwan

• Built main webpages and visual design.• Attracted over 13,000 visitors throughout the two-week event.• Teamwork with people from a diverse background.

Master Of Science - Ms, Electronic And Computer Engineering

Selected Courses: Advanced Algorithms, Algorithms for Data Science, Scalable and Efficient Systems Grader of Algorithms for Data Science

Bachelor Of Science - Bs, Computer Science And Information Engineering, Gpa: 3.37/4.3 ; Last 60 Gpa: 3.63/4.3

Activities and Societies: NTU 2014 CSIE week director; Participated in 2B Hackathon; NTU Jazz Club, NTU Sunflower Club.

Exchange Student, Informatique

Activities and Societies: Took Courses: Artificial Intelligence, Data Mining in Social Network, International Enterprises in European.