Immanuel Trummer
Associate Professor
United States
Summary
👤
SeniorImmanuel Trummer is an associate professor of computer science at Cornell University specializing in making data analysis faster and more accessible, with a strong focus on applying generative AI to practical database problems. Over a decade in academia, he has produced award-winning research recognized by Best of VLDB and SIGMOD selections, ACM and SIGMOD highlights, an NSF CAREER Award, and multiple Google Faculty Research Awards. He authored the practitioner's guide "Data Analysis with LLMs" and maintains research code on GitHub that complements his publications. Beyond papers, his instructional reach is notable—his database system tutorials have amassed over a million YouTube views—indicating a rare combination of top-tier research and effective public teaching.
10 years of coding experience
9 years of employment as a software developer
Github Skills (28)
databases10
reinforcement-learning10
sql10
database-management10
database10
sql-query9
natural-language-processing9
bert9
gpt8
openai8
database-optimization7
language-model6
courses-resource5
datatables5
llm5
Programming languages (4)
Github contributions (5)
itrummer/lm4db
Jul 2022 - Sep 2022
Contributions:17 commits, 23 pushes, 3 branches in 2 months
itrummer/DataCorrelationPredictionWithNLP
Dec 2020 - Sep 2021
This project aims at predicting correlated column pairs in data tables by analyzing column names via large language models.
Contributions:42 commits, 37 pushes, 1 comment in 8 months
datatabledatatableslarge-language-models
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.