Wei Jiang
Development
Massachusetts, United States
Skills
Python
About
Wei JIANG's skills align with IT R&D Professionals (Information and Communication Technology). Wei also has skills associated with Programmers (Information and Communication Technology). Wei JIANG appears to be an entry-level candidate, with 21 months of experience.
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Work Experience
Computation Biology Co-op
January 2023 - June 2023
- ◦ Developed a classification Machine Learning Model designated for long non-coding RNA(lncRNAs). ◦ Extracted underlying sequence-level features from the fine-tuned Large Language Model(i.e DNABERT). ◦ Improved the model's interpretability using feature selection and SHAP (SHapley Additive exPlanations) by visualization in ShinyApp.
Research Assistant
The Hong Kong Polytechnic University
September 2021 - December 2021
- Conducted Causality studies on regulated risk exposures for Brain Aging from GWAS studies using Mendelian Randomization. ◦ Conducted data analysis and summarized statistics to justify the hypothesis using R. ◦ Implemented the Lambda-Mu-Sigma (LMS) model and quantile regression to provide the reference percentiles,
Computer Vision Engineer Intern
HKUST-Bright Dream Robotics Joint Research Institute
June 2021 - August 2021
- Implemented a specified Convolutional Neural Network(i.e SuperNet) Object Classification Model for CAD floor plan layout images by Pytorch, OpenCV, Scikit-Learn.
Tech
Python, Selenium
August 2019 - August 2019
- • Individual Project: Data Visualization (Data Analysis, Data Visualization): Analyzed and Visualized a spatiotemporal dataset with the social-strength entropy-based model. Tech: Python, Selenium (August '2019)
Gradate Research Assistant
Northeastern University
July 2023 - Present
- ◦ Conducted Functional Data Analysis(FDA) on Non-Nutritive Sucking(NNS) dataset ◦ Use Modified Band Depth as intrinsic statistic to characterize the pattern of infants' sucking behaviors.
Education
The Hong Kong University of Science and Technology
Bachelor in Computer Science and Applied Mathematics
January 2017 - January 2021
