Shih-Feng Yang
ML @ Expedia | AI/ML Engineer | NLP | GenAI | Passionate about Scalable ML Systems
- Role
- Machine Learning Scientist at Expedia Group
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Shih-Feng Yang
I am a Machine Learning Engineer specializing in the intersection of Machine Learning and Natural Language Understanding (NLU). My expertise lies in applying ML models to sequential data prediction and linguistic pattern identification, with a strong passion for designing scalable big data systems that deliver actionable insights. I thrive at the intersection of research and real-world applications, transforming complex problems into innovative solutions.I am dedicated to leveraging advanced technologies to create impactful machine learning solutions for diverse challenges. Research Areas: Natural Language Understanding, Machine Learning, Data Mining, Information Retrieval Programming Skills: Python, C/C++, Java, R, JavaScript, PHP, C# Tools and Frameworks: PyTorch, TensorFlow, Keras, Scikit-learn, NLTK, Weka, D3.js, SPSS Databases: Microsoft SQL Server, MySQLMy GitHub: https://github.com/tomelfPurdue AKRaNLU Lab: https://engineering.purdue.edu/AKRANLU/
Experience
Machine Learning Scientist
Jul 2025 — Present · Seattle, WA, US
Designing, building, and deploying GenAI pipelines using LLM models to personalize marketing content and running large-scale A/B tests to drive measurable business impact within the Search Marketing & Technology group.
Education
Purdue University
Master of Science (M.S.), Computer and Information Sciences, General
2014 — 2016
National Central University
Master of Science (M.S.), Computer Science
2006 — 2008
Purdue University
Doctor of Philosophy - PhD, Computer and Information Sciences, General
2017 — 2021
National Central University
Bachelor of Science (B.S.), Computer Science
2002 — 2006
Skills
- Asp.net
- Php
- C++
- Machine Learning
- Python
- Java
- Information Extraction
- Data Mining
- C
- Javascript
- Internet Security
- Mysql
- Distributed Systems
- Mobile Applications
- C#
- Information Integration
- Objective-C
- Web Applications
- Flex
- Information Retrieval
- R
- Android Development
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