- Managed 300+ students across data science and data analytics training programs

- Produced an original 6-week intensive course on Machine Learning, covering Neural Networks, Trees, DBSCAN, Ridge Regression, Support Vector Machines, and more to teach a cohort of 20+ students classification, clustering, and regression- Created an weighted matching algorithm to pair 60+ members with graph theory concepts and the networkX package- Directed students through a final project where students learn and lecture about a model they are unfamiliar with- Wrote and published… Show more - Produced an original 6-week intensive course on Machine Learning, covering Neural Networks, Trees, DBSCAN, Ridge Regression, Support Vector Machines, and more to teach a cohort of 20+ students classification, clustering, and regression- Created an weighted matching algorithm to pair 60+ members with graph theory concepts and the networkX package- Directed students through a final project where students learn and lecture about a model they are unfamiliar with- Wrote and published articles about the current state of data science to the Hoyalytics newsletter on Medium Show less

- Consulted for City 78 to create configurable scoring methodology that can be adjusted for individual development goals.- Performed text clustering using pretrained Google News Word2Vec and K-Means to group similar reviews for weighting.- Utilized sentiment analysis of Google reviews, and scraped information to create scoring methodology.

YC W24

- Analyzed use cases of Tor, using differentially private data collection protocol resistant to adversarial attacks.- Developed Python script to easily configure scalable network simulations to test novel privacy collection protocols.- Utilized command line arguments to configure client, server, and output settings to simulate real-life testing conditions.- Integrated custom golang code simulating differentially private data collection protocol.

- Integrated new platform within existing codebase for city governments to create and share town hall meeting information with Angular, Ionic, Capacitor, and Firebase for a government tech. startup.- Led team to develop new set of CRUD instructions on existing database to input files into the database.- Managed team by leading weekly meetings, coordinating 1:1 meetings, and setting team goals with agile philosophies.

- Published paper on standardizing code formats for U.S. government which was presented at BenCon, a conference with 500+ participants.- Wrote synthesis article on state of automation and AI use in benefits delivery targeted towards government officials.- Analyzed open source code from public and private organizations to translate SNAP (formerly known as food stamps program) eligibility rules into 2 code formats: Catala and Blawx using WSL (Windows Subsystem for Linux), Docker, and… Show more - Published paper on standardizing code formats for U.S. government which was presented at BenCon, a conference with 500+ participants.- Wrote synthesis article on state of automation and AI use in benefits delivery targeted towards government officials.- Analyzed open source code from public and private organizations to translate SNAP (formerly known as food stamps program) eligibility rules into 2 code formats: Catala and Blawx using WSL (Windows Subsystem for Linux), Docker, and Java.- Curated list of 14 rules as code standards sorted into 6 categories on Airtable, highlighting use cases, unique value, technical specifications, pros, and cons for each entry.- Organized and ran closed-door meeting for an emerging community of practice consisting of 20+ leaders in rules as code and public benefits space- Documented discussions on AI and automation in joint meeting on emerging topics in benefits delivery and AI with cross-sector leaders from the White House Office of Management and Budget and the Aspen Institute.- Wrote concise and digestible content for government officials, including event recaps.- Collected and analyzed feedback from event participants by designing survey and discussing with other event planners- Led multiple hour long interviews on automation and AI in public benefits adjudication with the Department of Labor’s Office of Unemployment Insurance Modernization, and Beam.- Conducted desk research to prepare semi-structured interview guide for each interview and analyzed interview recordings and notes to extract takeaways and direct future research. Show less

- Conducted independent ethical research into the water usage of data centers- Created a leave behind pamphlet that presents the technical aspects and ethical challenges of data center water- Completed workshops on translational ethics, environmental ethics, tech ethics, and graphic design- Participated in a poster session with 50+ attendees representing the Ethics Lab at Georgetown’s Tech and Society Week- Met with experts in environmental science, technology, and philosophy in… Show more - Conducted independent ethical research into the water usage of data centers- Created a leave behind pamphlet that presents the technical aspects and ethical challenges of data center water- Completed workshops on translational ethics, environmental ethics, tech ethics, and graphic design- Participated in a poster session with 50+ attendees representing the Ethics Lab at Georgetown’s Tech and Society Week- Met with experts in environmental science, technology, and philosophy in 2 collabs to discuss avenues of research Show less

- Inaugural team member of Disruptive Tech GDSC- Created an app called Hill Hawk that updates with new information on legislation using Flutter and the Congress.gov API- Taking an intensive 3 week course on TensorFlow and machine learning, using feed-forward neural networks, convolutional neural networks, and more- Helping organize speaker events, like SQL workshops to help students understand new technologies

- Completed a 10-week intensive training program covering Python, Numpy, Matplotlib, Pandas, Scikit-Learn, and Tableau- Created a final capstone project to present to the board of directors using data analytics skills

- Selected and approved by the school board as the sole student representative- Synthesized research articles on academic programs into a comprehensive report that was presented to the school board- Worked alongside school officials, faculty from George Mason University, and other stakeholders to develop recommendations for the school system’s AAP programs

- Led tours of the school for alumni and visitors- Selected for a networking trip to California in the summer of 2020 to reconnect with former alumni; however, it was canceled due to COVID- Participated in workshops run by the partnership fund