Elliot Tower

Independent Researcher, Independent
Machine Learning Engineer, Eluve Inc
Joined
December 2021

Names

Elliot Tower (Preferred)

Emails

****@umass.edu (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@elliottower.com (Confirmed)

Personal Links

Career & Education History

Independent Researcher
Independent (independent.com)
2026 – Present
Machine Learning Engineer
Eluve Inc (eluve.com)
2024 – 2026
Machine Learning Engineer
Swarm Labs (swarmlabs.com)
2023 – 2024
Open Source Project Manager
Farama Foundation (farama.org)
2023 – 2024
MS student
College of Information and Computer Science, University of Massachusetts at Amherst (cics.umass.edu)
2020 – 2022
Research Intern
UMass, Department of Computer Science (iesl.cs.umass.edu)
2021 – 2021
Undergrad student
University of Massachusetts at Amherst (umass.edu)
2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

LLM evaluation
, 
reasoning
, 
self-evaluation
, 
robustness
, 
compositional generalization
2026 – Present
mechanistic interpretability
, 
circuit discovery
, 
monosemanticity
, 
feature geometry
2026 – Present
clinical NLP
, 
medical summarization
, 
hallucination detection
, 
fact verification
2024 – 2026
red teaming
, 
jailbreaking
, 
adversarial robustness
, 
LLM safety
2023 – 2024
knowledge graphs
, 
question answering
, 
graph neural networks
, 
case-based reasoning
2020 – 2022

Publications

Co-Authors