Shreya Bodanki

Undergraduate Research - Dr. Katz

• Project 1: Ensemble of Models - SETS Classification Using a collection of eight language models to classify entities and concepts as S, E, and T; use this approach to emulate the wisdom of crowds; use it with ethics assessment and systems thinking assessment data.
• Project 2: Assessment and metaphors Using LLMs to identify analogies and metaphors in interview data (as a way to characterize mental models).
• Project 3: Assesment of the use of LLMs for large scale policy analysis.

• Worked with students in Calculus I/II/III on conceptual lessons and reviews for tests/exams.

• I was a part of the Cognitive Digital Mine Venture which deployed an IoT router and networking solution for industrial mine environments to enable intelligent, location based networking.
• I worked on a feature which was a geofencing automation system on OpenWrt-based routers, enabling location-triggered actions like network switching and different KPI tests based on real time GPS data.
• I integrated InfluxDB for GPS telemetry logging, built a polygon-based zone detection engine, and created a dynamic zone manager for real-time action control. The system interfaces directly with edge routers, allowing for responsive, low-latency automation and visualization through Grafana.

• Volunteered as an EMT Cadet on rescue calls with professional EMT's and assisted with patient onboarding.

• Worked with nurses at 5-Tower to help assist patients in long-term recovery suites.