Bingnan Li
GIS Developer at ADEC Innovations
Sydney, New South Wales, Australia
Summary
👤
Senior🎓
Top SchoolBingnan Li is a GIS Developer and PhD candidate with roughly a decade of experience applying machine learning, deep learning, and NLP to spatio-temporal and remote sensing problems. He has built production-grade geoprocessing pipelines and cloud migrations, automated end-to-end environmental risk workflows that cut processing from hours to minutes, and commercialised statewide spatial datasets via Snowflake. His research and industry work span epidemic intelligence, social media–driven early-warning systems, and AI-driven map generation (including novel Res-U-Net variants for building and road extraction). Equally comfortable in Python, R, C and C#, he combines algorithmic R&D with pragmatic automation (e.g., PyAutoGUI desktop scraping and AWS/S3 integrations) to turn complex geospatial science into operational tools. Based in Sydney, he brings a rare blend of academic depth and production delivery across environmental and urban intelligence domains.
8 years of coding experience
9 years of employment as a software developer
Master's degree, Cartography and Geographic Information Systems, Master's degree, Cartography and Geographic Information Systems at East China Normal UniversityVisiting PhD Researcher, Geospatial Data Mining, Visiting PhD Researcher, Geospatial Data Mining at Tsinghua UniversityUNSW Sydney
Chinese, English
Github Skills (17)
jekyll5
jinja24
ocean3
ecology3
infrared3
docx3
sustainability2
climate-science2
python2
copernicus2
climate-change2
hydrology2
api2
renewable-energy2
open-data2
Programming languages (2)
Github contributions (5)
alexbnlee/E-Books_for_Different_Fields
Oct 2018 - Oct 2022
Contributions:27 pushes, 1 branch in 4 years
alexbnlee/COMP9024_19T2
Aug 2019 - Aug 2019
Contributions:13 commits, 12 pushes, 1 branch in 1 day
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