Accelerated graduate outreach with an AI-powered personalization engine. The system scrapes faculty profiles, extracts research interests, and leverages LangChain to generate tailored outreach emails, helping applicants connect with professors in a meaningful, research-aligned way
Back To Projects View Live Project
Built with cutting-edge technologies to ensure scalability, reliability, and performance
OpenAI
Python
LangChain
BeautifulSoup
A closer look at the automated workflow behind the results
BeautifulSoup scrapes faculty pages across university websites, collecting profile and publication data at scale.
Python parses each profile to identify a professor's research focus, isolating the details relevant to outreach.
LangChain and OpenAI draft a tailored outreach email for each professor, aligned to their specific research interests.
Measurable outcomes that demonstrate the real-world value delivered to the client
For students navigating graduate school admissions, manually researching every professor's work and writing a personalized note does not scale beyond a handful of applications. Automating faculty research and email drafting lets applicants reach far more programs without sacrificing the personal touch that improves response rates. The result is a repeatable outreach process that turns a time-consuming, one-by-one task into something applicants can run across an entire target list, freeing hours for interview prep and application work.
Let's discuss how we can build something great together.
Start Your Project