ORCID
Who I am
Biostatistician and machine-learning researcher with an M.D. and a research background in neuroscience. I work on statistical analysis and automated data workflows for clinical development, and on machine-learning problems in computational biology and scientific computing.
Projects
-
Python
CayleyPy
Collaborative open-source research project on AI-assisted pathfinding and computation on large Cayley graphs. My spin-off: MLPermutationSolver, a GPU-accelerated PyTorch implementation of ML-guided beam search.
-
Python
Abbreviator
Django app for managing and auditing abbreviations in .docx files; uses a fine-tuned Llama 3.2 model for medical-context suggestions.
-
R
ClinicalSampleSizePlanner
Shiny app for clinical trial sample size calculation (currently bioequivalence; extensible to other designs).
Core tools
Publications and research outputs
Peer-reviewed journal articles (14)
- CayleyPy RL: Pathfinding and reinforcement learning on Cayley graphs . Advances in Theoretical and Mathematical Physics, 2026.
- Meta-analysis of the effects of anti-migraine therapeutics in the rat trigeminovascular nociception model as a tool for design optimization . European Journal of Neuroscience, 2023.
- Bioequivalence study of generic nirmatrelvir in healthy volunteers . Pharmacy & Pharmacology, 2023.
- Characteristics of olokizumab pharmacokinetics in patients with novel coronavirus infection COVID-19 . Pharmacy & Pharmacology, 2022.
- Olokizumab reduces the risks of death in hospitalized patients with moderate and severe COVID-19 . Infectious Diseases: News, Opinions, Training, 2022.
- The implementation of transcranial Doppler ultrasonography for preclinical study of migraine . Canadian Journal of Physiology and Pharmacology, 2022.
- Electrophysiological model of trigeminovascular nociception as a tool for experimental study of migraine pharmacotherapy . Russian Journal of Pain, 2021.
- A systematic review and meta-analysis of cannabis-based medicines, cannabinoids and endocannabinoid system modulators tested for antinociceptive effects in animal models . Pain, 2021.
- Differential effects of the Piezo1 agonist Yoda1 in the trigeminovascular system . Experimental Neurology, 2021.
- The influence of metoclopramide on trigeminovascular nociception . Neuroscience, 2020.
- The action of TAAR1 agonist RO5263397 on executive functions in rats . Cellular and Molecular Neurobiology, 2020.
- Activation of trace amine-associated receptor 1 attenuates schedule-induced polydipsia in rats . Neuropharmacology, 2019.
- Trace Amine-Associated Receptor 1 modulates the locomotor and sensitization effects of nicotine . Frontiers in Pharmacology, 2018.
- Possible approaches to CYP2C9-guided prescription of sulfonylureas in Russia . Pharmacogenomics, 2016.
Preprints and workshop papers
- Advances in Protein Function Prediction from the Fifth CAFA Challenge . bioRxiv, 2026.
- CayleyPy Growth: Efficient growth computations and hundreds of new conjectures on Cayley graphs . arXiv, 2025; presented at the NeurIPS 2025 MATH-AI Workshop.
- ResearchArena-CayleyBench: RL/LLM Benchmark challenges which can advance mathematical research . AAAI 2026 Workshop on AI for Scientific Research.