LiLi Shen
San Jose, California,United States
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LiLi Shen is a distinguished Senior Software Engineer and AI Researcher with over 10 years of experience specializing in machine learning, natural language processing (NLP), and large-scale distributed systems. Currently based in Mountain View, CA, she is passionate about leveraging cutting-edge technology to solve complex real-world problems and enhance user experiences. LiLi has a proven track record of leading high-impact projects from conception to deployment, demonstrating strong technical leadership and a collaborative spirit. Her work often involves developing novel algorithms, optimizing model performance, and contributing to the ethical development of AI. She is a firm believer in continuous learning and actively engages with the tech community through publications and conference participation.
Professional Summary
LiLi Shen's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Lead Developer for 'Phoenix' NLP Engine
Led a team of 5 engineers to develop and launch 'Phoenix,' a next-generation NLP engine that improved intent recognition accuracy by 22% across several key company products, impacting millions of users.
Patent for Novelty Detection Algorithm
Co-invented and successfully patented a novel unsupervised learning algorithm for anomaly and novelty detection in high-dimensional time-series data (U.S. Patent No. X,XXX,XXX).
Published at ACL 2022
Authored a research paper, 'Scalable Attention Mechanisms for Multilingual Text Summarization,' which was accepted and presented at the Annual Meeting of the Association for Computational Linguistics (ACL) 2022.
Open Source Contributor - 'TensorFlow Extended (TFX)'
Made significant contributions to the TensorFlow Extended (TFX) open-source project, particularly in the area of model analysis and validation components, enhancing its usability for production ML pipelines.
Educational Background
Master of Science - MS, Computer Science (EECS)
美国西北大学
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Company Overview
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