Eva Paunova

Pronouns: she/her

Independent Researcher, AI, Eva Paunova Independent Research

  • Joined August 2025

Names

Eva Paunova (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Independent Researcher
AI, Eva Paunova Independent Research (eva-research.dev)
2024 – Present
 
Researcher
NVIDIA (nvidia.com)
2022 – 2024
 
Researcher
Facebook (meta.com)
2017 – 2022
 
MS student
Massachusetts Institute of Technology (mit.edu)
2002 – 2006
 

Advisors, Relations & Conflicts

No relations added

Expertise

Artificial Inteligence
Present
 
Natural Language Processing (NLP)
Present
 
Machine Learning
Present
 
Generative AI
Present
 
Evaluation & Robustness of NLP Systems
Present
 
Hallucination Detection, Drift Detection in ML Models
Present
 
Retrieval-Augmented Generation (RAG)
Present
 
Probabilistic Modeling, Uncertainty Estimation
Present
 
Scaling Laws & Emergent Capabilities in Neural Networks
Present
 
Machine Learning Monitoring & Reliability in Production
Present
 
Deep Learning
2018 – 2025
 
Large Language Models (LLMs)
2017 – 2025