Donald Lin
Data Consultant at The Hurt Hub@Davidson- Claim this Profile
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Topline Score
Bio
Credentials
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Deep Learning in Python
DataCampMar, 2023- Nov, 2024 -
Supervised Machine Learning: Regression and Classification
CourseraMar, 2023- Nov, 2024 -
TensorFlow in Python
DataCampMar, 2023- Nov, 2024
Experience
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The Hurt Hub@Davidson
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United States
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Higher Education
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1 - 100 Employee
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Data Consultant
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Aug 2022 - Present
- Counseled 10+ students with general coding and data analytics problems, leveraging Python, Java, CSS, MS Office Suite among a wide range of majors and projects - Demonstrated proficiency in rapid acquisition of new knowledge to address questions or coding obstacles in uncharted fields - Counseled 10+ students with general coding and data analytics problems, leveraging Python, Java, CSS, MS Office Suite among a wide range of majors and projects - Demonstrated proficiency in rapid acquisition of new knowledge to address questions or coding obstacles in uncharted fields
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Davidson College
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United States
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Higher Education
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700 & Above Employee
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Physics Teaching Assistant
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Aug 2022 - Present
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'Cats Stats
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United States
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Spectator Sports
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1 - 100 Employee
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Data Analyst
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Oct 2021 - Dec 2022
- Generated pre and post-game reports for Davidson Wildcats Women’s Division 1 Basketball team - Utilized R, Python(Pandas, NumPy, Matplotlib, Seaborn) to generate 10+ heatmaps for players, helping coaches to develop plays based on shooting accuracies - Conducted statistical scouting research on rival teams and generated reports of 5 key takeaways for 9 games - Generated pre and post-game reports for Davidson Wildcats Women’s Division 1 Basketball team - Utilized R, Python(Pandas, NumPy, Matplotlib, Seaborn) to generate 10+ heatmaps for players, helping coaches to develop plays based on shooting accuracies - Conducted statistical scouting research on rival teams and generated reports of 5 key takeaways for 9 games
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Facility for Rare Isotope Beams (FRIB)
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United States
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Research
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200 - 300 Employee
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Reinforcement Learning Research Assistant
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May 2022 - Aug 2022
- Collaborated with scientists at Michigan State University’s Facility for Rare Isotope Beams on a machine learning project - Created custom reinforcement learning (RL) environments to tune the magnet system along the particle accelerator - Implemented code to use PyTorch and randomized OpenAI Gym environment to test different RL environments - Proved that the RL approach can identify an optimal configuration, transitioning away from the need for lab technicians - Collaborated with scientists at Michigan State University’s Facility for Rare Isotope Beams on a machine learning project - Created custom reinforcement learning (RL) environments to tune the magnet system along the particle accelerator - Implemented code to use PyTorch and randomized OpenAI Gym environment to test different RL environments - Proved that the RL approach can identify an optimal configuration, transitioning away from the need for lab technicians
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Davidson College
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United States
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Higher Education
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700 & Above Employee
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Aug 2021 - May 2022
- Led lectures on a wide range of topics ranging from Chinese history, politics, to culture- Supported two students to complete a research project regarding political corruption during Spring 2022- Conducted and tutored a one-on-one Independent Study Class with a senior student for over 50 hours during Fall 2021
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May 2021 - May 2022
- Led communications with club members, acted as liaison with the college, collaborated with other student organizations- Hosted and 5+ cultural events and discussion panels about political, social, and economic issues in China
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Education
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Davidson College
Bachelor of Science - BS, Mathematics and Computer Science -
Hangzhou No.2 High School
High School Diploma, 92/100