Carnegie Mellon University
December 02, 2022

SCS Team Wins Startup Competition for AI-Generated Communications Software

By Kayla Papakie

Aaron Aupperlee
  • School of Computer Science
  • 412-268-9068

Three students in Carnegie Mellon University's Master of Science in Artificial Intelligence and Innovation program won the Graduate Entrepreneurship Club's Hack-a-Startup competition.

Ranadeep Singh, Vishhvak Srinivasan and Ilyas Bankole-Hameed, all students in the School of Computer Science's Language Technologies Institute, won the CMU competition on Nov. 15 for their project, a generative AI system that writes hyper-personalized emails and LinkedIn messages for users.

The team came up with the idea through their own struggles during recruitment season. When they spent time personalizing a message to ask for a referral, their chances of getting a reply were much higher compared to when they sent a cold email. Then it clicked: They could use artificial intelligence and natural language processing to automate this process and save time while reaching out to more people.

The current version of aims to assist recruiters and business-to-business salespeople with outreach. It scans a receiver's LinkedIn profile and factors in the sender's intent to generate a full, personalized message to achieve increased replies and callbacks. The team hopes to expand beyond the project's initial business solutions to develop a free version for students to use in job searches.

As one of the top three Hack-a-Startup teams, the team had the chance to pitch their project at a Corporate Startup Lab forum to gain exposure, users and funding opportunities. They presented to more than 100 executives from across the country on Nov. 16.

The team is looking for recruiters and salespeople to enroll in their alpha testing. Sign up by filling out this form.

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