Software Engineer Intern working on AI-based sales feature for Dynamics 365 Project Operations.Custom APIs and LLM integration; prompt engineering; test writing for end-to-end feature coverage.

Software Engineer Intern working on the development of a proprietary AI chatbot.Proprietary API integration; frontend UI work; implementation of basic translation capabilities.

Machine learning and consumer decision-making research under Dr. Sendhil Mullainathan through Chicago Booth's Center for Applied AI.Implementation of predictive and generative language models with Python and TensorFlow; data cleaning, analysis, and visualization in R; survey design with Qualtrics. Investigating the impact of perspective on financial choices and the use of deep learning in hypothesis generation.

Labor and development economics research under Christina Brown through the Becker Friedman Institute for Economics.Data cleaning and visualization in Python and R; browser automation with Selenium; literature review. Exploring wage structures and gender norms in Pakistani early education.

Independent research on cooperative AI and behavioral game theory affiliated with The Knowledge Lab. Focuses included multi-agent learning and inter-agent communication.

Data visualization and statistical analysis in R; analysis of survey data and results from previous studies working with advanced data structures. Researching applications of behavioral science and marketing.

Worked retail at a backyard birdfeeding store.