Salina Cai
Location
Atlanta, GA
Shanghai, People's Republic of China
Education
E
Emory University
August 2021 - May 2025
degree
Bachelor's
major
Computer Science
Work Experience
D
Dr Berman Research Program
Undergraduate team member in Dr GORDON BERMANs research team
January 2023 - present
company
Dr Berman Research Program
title
Undergraduate team member in Dr GORDON BERMANs research team
overview
- Optimized a machine learning model as Lead Researcher using Python and Google Colab to analyze and predict
- Drosophila movement patterns
- Transitioned RNN using LSTM for Drosophila's movement patterns to a Transformer-based model with MultiHeadAttention, leading to a substantial 12% reduction in model loss
- Achieved an 18.3% increase in training speed and 4.7% improvement in prediction time
D
Dr Berman Research Program
Undergraduate team member in Dr GORDON BERMANs research team
January 2023 - present
A
AiNaDoctor
Machine Learning/Computer Vision intern
June 2023 - August 2023
A
AiNaDoctor
Machine Learning/Computer Vision intern
June 2023 - August 2023
W
Wish
Data Scientist
San Francisco, CA, US
June 2022 - August 2022
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Skills
Languages
ChineseEnglish
Skills
AlgorithmsBackendComputer VisionDashboardsData AnalysisDatabasesData StructuresDecision TreesDeep LearningEclipse (Software)EconomyEmployee OnboardingForecasting SkillsFriendlinessGithubHTMLHTML5Image ProcessingInformation TechnologyIntelliJ IDEAJava (Programming Language)JavaScript (Programming Language)Jupyter NotebookKnowledge of StatisticsLinear AlgebraLogistic RegressionMachine LearningMatplotlibMySQLNormalization ProcessesNumerical AnalysisNumPyPandasPredictive Data AnalysisProbability and StatisticsPublic RelationsPython (Programming Language)Quantitative ResearchRandom ForestReactJSRegression AnalysisResearch SkillsSciencesScikit LearnScrum MethodologySpring-bootSQL DatabasesTableau (Software)Tensorflow