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Graduate Teaching Assistant
Data Scientist at Clemson University who applied statistical modeling and machine learning to research, teaching, and complex datasets.
Sri LankaGraduate Teaching Assistant at Clemson University
Led technical instruction and taught undergraduate statistical computing (R, JMP), delivering quantitative consulting and hands-on guidance in data pre-processing, statistical modeling, and debugging. Mentored graduate students through complex technical reports and programming projects.
RJMPStatistical Modelingdata preprocessingDebuggingMentorship
Executed advanced statistical analytics, regression modeling, and hypothesis testing in R and SPSS across clinical and biomedical research datasets. Delivered quantitative consulting on experimental study design, sample size determination, and analytical methodology, co-authoring biomedical research publications.
RSPSSRegression ModelingHypothesis TestingExperimental DesignConsulting
Executed end-to-end data cleaning and exploratory analytics in Python on multi-attribute graduate career trajectory datasets. Built dynamic visualization workflows and quantitative trend models to extract actionable insights regarding graduate employment outcomes and workforce alignment.
PythonData CleaningExploratory Data AnalysisData VisualizationTrend Modeling
Developed an automated NLP and news classification pipeline in Python, utilizing lexical analytics and supervised ML algorithms to categorize unstructured textual data streams. Designed an unsupervised graph analytics and network clustering framework using similarity metrics to map complex behavioral patterns and interaction dynamics across social media datasets.
PythonNLPMachine LearningGraph AnalyticsClusteringSimilarity Metrics
Pursued a Master of Science in Mathematical Sciences with a concentration in Statistics, focusing on advanced statistical modeling and computational methods.
Earned a Bachelor of Science (Honours) in Statistics with a GPA of 3.51 out of 4.00, covering principal subject areas in Statistics, Computer Science, and Mathematics.
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