Resume

• Provide statistical consulting and data analysis support for WVU and WVU Medicine faculty research projects
• Collaborate with clinical researchers on study design, statistical analysis, and manuscript preparation

• Built full-stack application for a nonprofit in the animal welfare space
• Built full-stack application for a nonprofit consultancy

• Built LLM-based data processing pipeline for structured information extraction from legal documents
• Applied supervised learning techniques to predict outcomes of circuit court decisions
• Built web app for visualization and inspection of results

• Led development on full-stack application prototype in the education space using Next.js
• Built RAG system for generation of educational content and built front-end and back-end systems
• Designed and implemented hybrid LLM/traditional recommendation system using few-shot learning and collaborative filtering

• Developed novel training system for random forest models on time series and repeated measures data
• Designed and implemented custom model validation pipeline to measure performance on an applied problem, showing it decreased overfitting and improved performance

• Built intuitive web-based interface for human-in-the-loop machine learning system
• Collaborated with data science team on design of LLM-based recommendation pipeline
• Prepared demo for strategic partnership pitch to Firefox, the only intern selected to do so

• Headed three-person front-end development team, developing project prototype in three months
• Faced with performance issues, developed custom data structure that cut render times by 90%
• Iterated on product-market fit by conducting 5+ user-interviews, leading to a pivot
• Presented to CEO of Deepcore and VP of SoftBank, resulting in continued funding for the project

Undergraduate Capstone: Polynomial-Time Causal Identification

• Found bug in Microsoft Research's DoWhy library (~50% of significance tests invalid)
• Implemented fix; developed version 60% faster than Microsoft's implementation

Publication: Glenohumeral Septic Arthritis Study

• Vettiyil B, Ashikyan O, Ware L, Wen S, Frick M. 'Glenohumeral septic arthritis in intravenous drug users: 10-year retrospective analysis at a tertiary care center in Appalachia.' Journal of Clinical Imaging Science. Status: Revise and Resubmit

• 3.9 GPA

• Concentration in Data Science and Statistics