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Hey there, I'm Anton 🐣

I'm an ML researcher with a PhD in mathematics and a drive for exploring interdisciplinary applications of AI.
Check out ✨my website✨ for more information on my professional background!

Things I'm doing outside of work:

  • 👾 experimenting with generative AI and LLMs
  • 🎭 establishing applications of ML in behavioral science
  • 🐍 optimizing mundane everyday tasks with the power of Python
  • 📚 writing and organizing code for my research publications
  • 💻 relentlessly trying to get better at programming

I'm open to collaboration and have lots of potential project ideas in various topics of ML.
Get in touch if you're interested in some jolly cooperation!

Anton Dereventsov's Projects

bct_experiments icon bct_experiments

Collection of scripts to perform various experiments with behavioral messages

besci_ml icon besci_ml

Possible projects on Behavioral Machine Learning

fasting icon fasting

A place to track my attempts at intermittent fasting

golden_spiral icon golden_spiral

Generalized Golden Spiral methods for quasi-random low-discrepancy points generation.

nga_octave icon nga_octave

Source code for the numerical experiments presented in the paper "The Natural Greedy Algorithm for reduced bases in Banach spaces".

not_dropbox icon not_dropbox

Sync a directory to a remote machine over ssh via rsync

nutrition_info icon nutrition_info

Visualize nutrition info of foods from USDA FNDDS 2019-2020 database

personalization_wain21 icon personalization_wain21

Source code for the numerical experiments presented in the paper "On the Unreasonable Efficiency of State Space Clustering in Personalization Tasks".

sbn_arxiv icon sbn_arxiv

Retrieve and format submissions from arxiv.org into an html-file.

sbn_fastpic_redirect icon sbn_fastpic_redirect

Google Chrome/Chromium extension that skips the advertisement on fastpic.ru image hosting.

sgn icon sgn

Source code for the numerical experiments presented in the paper "Greedy Shallow Networks: An Approach for Constructing and Training Neural Networks".

sxf icon sxf

Synthetic Experimental Framework for hyper-personalized behavioral nudging

wbga_co icon wbga_co

Source code for the numerical experiments presented in the paper "Biorthogonal Greedy Algorithms in Convex Optimization".

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