Created a network of connected businesses in Neo4J using publicly available business license data to uncover potential criminal organizations involved in Colorado’s illicit massage industry. The network supports law enforcement investigations into organized criminal activities involving individuals and businesses. https://ceng.calpoly.edu/connection/2023/09/groundbreaking-data-science-project-empowers-global-fight-against-human-trafficking/Currently collaborating with GEN for my Master's thesis. Designing ethical machine learning solutions to detect AI generated child sexual abuse material. The ultimate goal is to provide support to law enforcement initiatives combating the use of AI in cybercrime.

AI4Reporters -- Digital Democracy x CalMatters Project under Dr. Foaad Khosmood and Dr. Alex Dekhtyar in collaboration with CalMatters working towards creating an API accessible to journalists to acquire and analyze legislative data. Dedicated 8-10 hours/week.

Working with Cal Poly CS and Geology departments to identify palm oil plantations using GIS and machine learning. Collaborating with NASA to create a streamlined process for remote users with limited access to computing or networking resources to use.

Developed a third party GitHub project management tool using framework agnostic web components in a responsive React app. Generated useful insights and data visualizations about team productivity from GitHub repository data. Communicated effectively across teams remotely to meet design needs

-Collaborated on developing a pipeline to instantly generate visualizations and insights about the performance of a machine learning model for both customers and our own researchers.-Invested in teaching myself the basics of machine learning in order to effectively communicate and contribute as a useful team member. -Articulated requirements from our sister team interested in using our visualization tools by checking in with them bi-weekly to gain feedback and suggestions for new features.

-Showcased potential use cases for the computer vision services my team developed by developing an Android app that implemented their various cognitive services.-Collaborated with two other interns with different backgrounds in computer science through every stage of app development, from brainstorming to production and all the bugs in between.-Leveraged my experience in version control and programming concepts to assist my teammates who were unfamiliar or ran into a roadblock.