• Led the revamp of Snap’s email campaigns, driving 280k DAU (daily active users) and 5 million email sends a day.

• Teaching Assistant for Graduate Cloud Computing (MPCS 51083)

• Developed an LLM agent which automates accounting tasks inside spreadsheets.

• Closed a $6,000 deal with Dartmouth College, $3,500 deal with an undisclosed company, and $1,200 deal with Advvise Partners.

• Developed Alexa+’s product question-answering abilities for 100 million users. Released core features for the Alexa+ launch in February 2025 and the web version launch in July 2025.

• Increased the response accuracy for product comparison questions from 75% to 80%.

• Collaborated with Apple Machine Learning Research to develop a novel differentially private federated learning algorithm which enabled privacy-preserving training for Apple’s keyboard autocorrect system.

• Co-authored a paper that was accepted to the Privacy Regulation and Protection in Machine Learning Workshop at ICLR 24. Presented our work at the conference.