Daniil Cherniavskii
PHD Student at University of Amsterdam
Amsterdam, North Holland, Netherlands
Summary
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Rockstar🎓
Top SchoolDaniil Cherniavskii is a PhD student at the QUVA Lab, University of Amsterdam, with a decade of experience applying machine learning to NLP, embodied AI, and materials science. He focuses on improving reasoning, planning, and code-generation in large language models, bridging theoretical advances with real-world adaptability. His prior roles include research at AIRI—where he used topological data analysis to probe attention maps, intrinsic dimensionality of synthetic text, and topology-preserving dimensionality reduction—and internships at Huawei and Meta exploring adversarial text generation and discrete diffusion models. Daniil combines a strong physics and applied mathematics foundation from MIPT with an MS in Data Science, enabling rigorous, cross-disciplinary approaches to robustness and interpretability. He is particularly interested in using geometric and topological insights to reveal model failure modes and improve generalization in embodied and language-driven tasks.
10 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Data Science, Master of Science - MS, Data Science at Skolkovo Institute of Science and TechnologyDoctor of Philosophy - PhD, Deep Learning, Doctor of Philosophy - PhD, Deep Learning at University of AmsterdamBachelor of Applied Science - BASc, Physics and Applied Mathematics, Bachelor of Applied Science - BASc, Physics and Applied Mathematics at Moscow Institute of Physics and Technology (State University) (MIPT)
Github Skills (44)
named-entity-recognition10
entity-extraction10
deeppavlov10
dialog10
nvidia10
dialogue-systems10
question-answering10
intent-classification10
chatbot10
nlp-machine-learning10
arabic-nlp9
artificial-intelligence9
conversation9
x869
machine-learning9
Programming languages (4)
Github contributions (5)
danchern97/RTD_AE
Feb 2022 - Feb 2023
Contributions:8 commits, 7 pushes, 1 branch in 11 months
danchern97/pointer_generator_pytorch
Apr 2019 - Jun 2019
Contributions:25 commits, 31 pushes, 1 branch in 1 month
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