Bin He
AI & Machine Learning @ Zillow
- Role
- Senior Applied Scientist, Artificial Intelligence at Zillow
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Bin He
Machine learning and data science practitioner experienced in building large-scale machine learning systems. A practical problem solver.Working in the Artificial Intelligence org at Zillow Group, building machine learning solutions serving hundreds of millions of users. Providing technical leadership and mentorship to the team. Building Gen AI and Agentic AI products in home valuation, agent and loan officer Copilot, LLM-based proactive AI Agent assistants.Experienced with Machine Learning and NLP algorithms and systems leveraging data from a wide variety: tabular, sequence, text, spatial, and image. Technical Skills: PyTorch, scikit-learn, Spark, AWS, Python, Java, NumPy, SciPy, TensorFlow, Langchain, LangGraph, crewAI, Autogen, Laminin, Weka, NLTK, Stanford NLP, Matlab, Perl
Experience
Senior Applied Scientist, Artificial Intelligence
Feb 2019 — Present · Seattle, WA, US
Education
Wuhan University
Bachelor of Science (B.Sc.)
Virginia Tech
Master’s Degree, Computer Science
Virginia Tech
Doctor of Philosophy (Ph.D.)
Skills
- Predictive Analytics
- Perl
- Data Science
- R
- Time Series Analysis
- Mysql
- Distributed Systems
- Data Visualization
- Computer Science
- Software Engineering
- Java
- Business Intelligence
- Databases
- Scala
- Text Mining
- Hadoop
- C
- Programming
- Optimization
- Amazon Web Services (Aws)
- C++
- Predictive Modeling
- Project Management
- Technical Leadership
- Artificial Neural Networks
- Artificial Intelligence
- Apache Spark
- Natural Language Processing
- C#
- Digital Image Processing
- Bioinformatics
- Mapreduce
- Data Analysis
- Cassandra
- Data Mining
- Cloud Computing
- Keras
- Algorithms
- Deep Learning
- Nosql
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