Eva Paunova

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

Publications

Co-Authors

No co-authors