Linlin Jia
Advanced Postdoctoral Researcher at University of Bern
Bern, Bern, Switzerland
Summary
👤
Senior🎓
Top SchoolLinlin Jia is an Advanced Postdoctoral Researcher in Bern with nine years of experience applying graph-based machine learning and deep learning to real-world scientific problems. She develops structural spatio-temporal models and integrates large language models to improve river temperature forecasting, boosting prediction accuracy while making models more explainable and able to fuse multimodal data. Her PhD from INSA Rouen focused on machine learning and pattern recognition in chemoinformatics, and she has applied graph ML to sustainable polymer optimization and vision/object-detection problems. Comfortable at the interface of theory and application, she has moved between academic labs across Europe and collaborates cross-disciplinarily to translate models into domain impact. A multilingual researcher with a taste for the poetic (her GitHub bio quotes dance), she combines rigorous experimentation with creative thinking to tackle environmental and chemical informatics challenges.
9 years of coding experience
Doctor of Philosophy - PhD Informatique, Doctor of Philosophy - PhD Informatique at INSA Rouen NormandieMaster's degree Software Engineering, Master's degree Software Engineering at Xi'an Jiaotong UniversitySummer Programme Computer Science, Summer Programme Computer Science at National University of Singapore
Chinese, English, French
Github Skills (108)
transformers10
notebook10
python10
gtk10
deep-learning10
meter10
graph-convolutional-networks10
qt10
computer-vision10
transformer10
data-visualization10
nlp10
biology10
random-walk10
graph10
Programming languages (8)
Github contributions (5)
jajupmochi/graphkit-learn
Nov 2017 - Jun 2022
A python package for graph kernels, graph edit distances, and graph pre-image problem.
Contributions:3 releases, 1172 commits, 90 PRs in 4 years 7 months
edit-distanceswalkspythonkernelspattern-recognition
jajupmochi/everything-I-know-about-CSC-UT-INSA-program
Jul 2019 - Feb 2022
Everything I know about CSC/UT-INSA program.
Contributions:11 commits, 1 PR, 10 pushes in 2 years 7 months
everythinginsacsc
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