Xingbin Lin
Machine Learning Engineer at Gridsum Holding Inc. | Dallas-Fort Worth Metroplex
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Xingbin Lin serves as a Machine Learning Engineer at Gridsum Holding Inc., where he specializes in the intersection of physics-based and data-driven modeling to enhance the efficiency of building energy systems. With a robust background in data analysis and deep learning, Xingbin is at the forefront of implementing innovative machine learning algorithms that optimize energy consumption in critical facilities. His expertise lies not only in developing predictive models but also in translating complex data into actionable insights that drive energy management strategies.
One of Xingbin's key projects involves the creation of a Bayesian optimization framework specifically designed for HVAC control systems. This pioneering work enables the scalable application of machine learning algorithms at a fraction of traditional costs, resulting in impressive energy savings rates ranging from 15% to 30% across numerous facilities. By leveraging advanced control optimization techniques, he is able to fine-tune energy systems, ensuring that they operate at peak efficiency while maintaining indoor air quality standards.
Xingbin's proficiency with tools like EnergyPlus and eQuest, combined with his experience in retro-commissioning, positions him as a vital contributor to Gridsum's mission of advancing building energy efficiency. His commitment to integrating data science with practical energy solutions not only enhances operational performance but also supports sustainability initiatives within the industry. As he continues to push the boundaries of machine learning applications in energy systems, Xingbin Lin is poised to make significant contributions to the future of energy management.
Machine Learning Engineer at Gridsum Holding Inc. in July 2020 to Present
Data Scientist at Gridrem Smart Energy in September 2017 to July 2020
Senior Engineer at Nexant in October 2013 to September 2017
Graduate Research Assistant at University of Nebraska-Lincoln in August 2010 to September 2013
Graduate Research Assistant at Tongji University in January 2007 to January 2010
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Georgia Institute of Technology, Master of Science - MS, October 2026
University of Nebraska-Lincoln, Doctor of Philosophy (Ph.D.), October 2026
Tongji University, Master of Science (M.S.), October 2026
Nanjing Tech University, Bachelor of Science(B.S.), October 2026
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Data Analysis
Deep Learning
Fault Detection
Retro-commissioning (RCx)
Control Optimization
Energy Engineering, Assessments& Analysis
Machine Learning
Data Science
Python (Programming Language)
HVAC
Energy Efficiency
Building Energy Modeling
Energy Audits
Energy Management
LEED
HVAC Control Systems
Energy Conservation
EnergyPlus
Green Building
Indoor Air Quality
Building Energy Efficiency
Control Optimization
eQuest
TRNSYS
Retro-Commissioning
Mechanical Engineering
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Discover more about Gridsum Holding Inc.What is Xingbin Lin email address?
Email Xingbin Lin at [email protected] and [email protected]. This email is the most updated Xingbin Lin's email found in 2026.
How to contact Xingbin Lin?
To contact Xingbin Lin send an email to [email protected] or [email protected]. (updated on August 25, 2024)
What company does Xingbin Lin work for?
Xingbin Lin works for Gridsum Holding Inc.
What is Xingbin Lin's role at Gridsum Holding Inc.?
Xingbin Lin is Machine Learning Engineer
What is Xingbin Lin's Phone Number?
Xingbin Lin's phone +44 ** **** *388
What industry does Xingbin Lin work in?
Xingbin Lin works in the Oil & Energy industry.
Xingbin Lin Email Addresses
Xingbin Lin Phone Numbers
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