Performing research under Dr. Julie Simons on knowledge gaps in foundational calculus and writing classes, and investigating how LLMs can be used to address them in an equitable way Designing a curriculum that encourages Calculus 1 students to use AI as an effective learning tool in a responsible way Analyzing Student sentiment on the effectiveness of LLMs as a tutor, as well as quantitative performance indicators like test scores and grades

Mentor and resolve conflicts among 60 residents and continuing student residents to foster a supportive and inclusive living environment, collaborating closely within a team of 40 resident assistants and housing staff to coordinate residential programs. Provide 24/7 on-call support to over 2,500 students, promptly addressing emergencies and immediate concerns, while also developing and implementing community-building programs regularly attended by groups of 20 or more students.

Performing research under Dr. Marcella Gomez on automated control of synthetic biological systems. Engineered a fully automated data pipeline in Python using CellPose to segment and process large batches of bacterial spore microscopy images. Integrated the pipeline into a closed-loop control system, enabling real-time spore population prediction and automated environmental adjustments with 0.3ms processing latency per image. Eliminated manual image segmentation in ImageJ/Fiji, standardizing data extraction consistency and reducing processing time by over 95%.

Teach intensive private swimming lessons to children aged 3-12, focusing on water safety and swimming skills, Improved swimming ability from non-swimmer to safe swimmer within 3 hours of lessons. Managed scheduling and communication with parents, ensuring a positive experience for both children and parents. Developed personalized lesson plans to meet the unique needs of each child, resulting in significant progress in swimming skills and confidence.

Previous Roles: Junior Lifeguard (summer 2020) and Lifeguard (summer 2021) Teach swimming to groups of 6–10 children across all 5 Red Cross levels, substantially improving swimming and water safety skills in well over 1000 students Supervise swimmers at a public pool with an average of 200+ swimmers per day, ensuring safety in swimmers Apply first aid and basic life support skills during emergencies, including CPR, Oxygen Administration and wound care, maintaining composure in high-stress environments Collaborate and effectively communicate with a team in a high-stress environments to ensure swimmer safety and successful resuscitation