Hui Jin
Data Scientist, Business Analyst, Geoscientist
- Role
- Data Scientist at Atmos Energy
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Hui Jin
A skilled data scientist and business data analytics expert with extensive experiences in…
Experience
Data Scientist
Jul 2025 — Present · Dallas-Fort Worth, TX, US
Developed and maintained automated regression models in Azure Machine Learning to generate daily short-term gas demand forecasts, improving winter season operational accuracy and readiness across service regions.Conducted annual design day and normal load studies using historical usage and weather data to produce purchase requirement forecasts, supporting strategic procurement and capacity planning.Partnered with regional managers to evaluate model performance, implement enhancements, and deliver actionable insights, leading to optimized supply planning and reduced forecasting errors.
Education
Georgia Institute of Technology
Master of Science - MS, Analytics
Colorado School of Mines
PhD, Geology
Indiana University Bloomington
Master of Science (M.Sc.), Geology/Earth Science, General
China University of Mining & Technology, Beijing
Bachelor of Science (B.Sc.), Geological/Geophysical Engineering
Skills
- Gas
- Basin Modeling
- Wireline
- Log Analysis
- Petrel
- Unconventional
- Stratigraphy
- Geology
- Reservoir Management
- Petroleum
- Petroleum Geology
- Fluids
- Sequence Stratigraphy
- Earth Science
- Completions
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