- Synthesize event feedback & disseminate information to relevant branches- Oversee committee of 4 to recruit workshop leaders & approve presentation materials

- Recruited & directed 77 volunteers to assist Logistics, Marketing, Sponsorship, & Experienceteams in event setup & cleanup, workshop management, food distribution, and event check-in- Collaborated with the Logistics Chair to manage venue reservation, coordinate merch distribution,organize event registration, and ensure day-of-event tasks ran smoothly

- Negotiated contracts with 7 caterers to provide 6 meals for 300+ attendees over 2-day event- Achieved a 20% reduction in costs from the allocated budget

- Design inclusive, equitable procedure for assessing 100+ prospective members- Lead workshops on DEI-related topics

- Organize hackathon for 40+ members of KTP to strengthen skills, improve performance, and build confidence- Develop events for members to improve technical skills in preparation for a career in technology - Establish connections with other technology and professional organizations at UNC

- Analyze multi-dimensional single cell data using Machine Learning techniques (manifold learning, clustering, trajectory inference) to identify robust tools for visualizing & representing cell cycle trajectories (Python, Pandas, NumPy, SciPy, Matplotlib, scikit-learn, R)- Employ Random Forest algorithm to assign cell cycle phase probabilities to each cell and evaluate cell cycle state heterogeneity; overlay results on PHATE model to confirm gradual phase transitions- Employ Random Forest algorithm to assign cell cycle phase probabilities to each cell and evaluate cell cycle state heterogeneity; overlay results on PHATE model to confirm gradual phase transitions

- Foundations of Software Engineering (Angular, FastAPI, PostgreSQL, HTML/CSS): Deliver conceptual support & troubleshoot issues via 1-1 office hours (8 hrs/week) for course of 200+ students- Intro to Programming & Data Science (Python, Jupyter Notebook): Provided targeted support to 600+ students via 1-1 office hours & tutoring sessions (4 hrs/week); diagnosed & resolved setup issues for Visual Studio Code, Git, & GitHub across various OS

- Optimized open-source IoMT FHIR Connector for Azure by transitioning health data service to operate on .NET console apps via a scalable Docker container-based solution; led design review to align team on solution reducing costs & maintenance time by 50%- Spearheaded creation of versatile deployment framework consisting of 3 Bicep-based options to streamline & expedite setup, enable customization, and eliminate local dependency issues- Validated scalability & performance of solution by testing 3 distinct scenarios to confirm ability to process 1000+ messages per minute

- Deployed telemetry data collection feature (KQL, C#) to coordinate hourly data delivery to Azure database engine supporting billing service across all Azure regions- Directed 2 design reviews and fostered communication with engineers & PMs between cross-functional teams- Developed unit tests to enable local testing and reduce test time by 75%