Aoife Cahill
Applied GenAI Manager, Data AI
New Jersey, United States
Summary
👤
Senior🎓
Top SchoolAoife Cahill is an Applied GenAI Manager and seasoned AI leader with 13+ years translating NLP research into scalable, fair, and product-focused AI systems. With a PhD in Computational Linguistics and a career spanning academic postdocs and industry leadership at Dataminr and now Bloomberg, she excels at bridging research, engineering, and cross-functional product teams. She has a track record of building high-performing teams that deliver responsible, cost-effective solutions informed by cutting‑edge NLP methods. Known for strategic collaboration and an emphasis on ethical robustness, she combines deep technical expertise in language technologies with practical experience deploying production AI. A less obvious strength is her long-standing grounding in linguistic formalisms and stochastic surface realization, giving her unique insight into the interaction between linguistic theory and modern machine learning systems.
13 years of coding experience
22 years of employment as a software developer
Ph.D. Computational Linguistics, Ph.D. Computational Linguistics at Dublin City UniversityErasmus Computational Linguistics, Erasmus Computational Linguistics at University of Stuttgart
English, German
Github Skills (20)
python10
scikit-learn10
scikit9
machine-learning9
parser9
discourse9
nlp8
scoring8
visualization5
natural-language-processing4
deep-learning3
pytorch3
neural-machine-translation3
language-processing3
transformers2
Programming languages (3)
Github contributions (5)
EducationalTestingService/rstfinder
Jun 2014 - Jun 2018
Fast Discourse Parser to find latent Rhetorical STructure (RST) in text.
Contributions:12 reviews, 18 commits, 3 PRs in 4 years
nlpdiscoursepythondiscourse-parserrst-discourse-treebank
EducationalTestingService/skll
Nov 2012 - Sep 2019
SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
Contributions:14 reviews, 80 commits, 13 PRs in 6 years 11 months
pythonlaboratorymachine-learningscikit-learnscikit
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