Lei W.
Data Specialist @Ingu
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WORK HISTORY
Data Specialist @Ingu
EDUCATION
China University of Petroleum, Beijing
Bachelor's degree
University of Calgary
Doctor of Philosophy - PhD
China University of Petroleum, Beijing
Master of Engineering - MEng
ABOUT LEI W.
Lei is a computational chemist, with a chemical engineering background. As a Ph.D. researcher at the University of Calgary, she leveraged computational chemistry, statistical modelling, data science, and machine learning to study the nucleation mechanism of gas hydrate formation at the molecular level. With over six years of R&D experience, she excels in project-oriented programming to develop advanced analytical methods for data-driven processes. Lei is a dependable collaborator who also works effectively independently. Her research interests include but not limited to:** Application of advanced analytics and data science to tackle problems in chemistry ** Application of AI for environment and economic sustainability in the Energy Sector **SKILLS and QUALIFICATIONS ** Molecular Simulations, Markov Decision Process, Density Function Theory Statistical analysis, machine learning, deep learning algorithms, Programming Languages: C, Python, Unix shell scripts, SQL Python libraries: Pandas, NumPy, Scikit-learn, TensorFlow, Keras, Matplotlib, Seaborn, SciPy Developer Tools and platforms: Linux, Jupyter Notebooks, GitHub, VS code, Conda, High-performance compute (HPC), Slurm Azure: Molecular Simulation Software: GROMACS, VASP, VMD, VESTA.
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