Fields of interest: Optimal Transport, Generative models, Diffusion, Bayesian DL, MCMC, Multimodal LLMs And RL

My telegram channel: AI - Arseny Ivanov

My curriculum vitae: CV

• Skolkovo Institute of Science And Technology "Skoltech" and Higher School of Economics "HSE" (2024 - Present)
  • MCs of two diplomas, Data Science, Mathematics of Machine Learning (MML)
• National University of Science and Technology "MISIS" (2020 - 2024)
  • BCs, Institute of Computer Science, Applied Mathematics
  • Diploma thesis: Action Planning by Multimodal-LLM models

• Support program of commercially oriented researches ”UMNIK” (NUST MISIS / Sber Robotics Lab)
  • Learning LLM models for the tasks of robotic manipulation 2022-2023 | Video | Poster

• Gct-TTE: graph convolutional transformer for travel time estimation. Journal of Big Data, 11(1), 15. 2023

• 🥇 Digital Breakthrough "Video Recommendation System for RuTube" 2023 | Solution | Diploma
• 🥇 Agora Hackathon "Marketplace service powered by AI" 2022 | Solution | Diploma
• 🥇 Rosatom City Hackathon "Business Analytics on Graphs alghoritms" 2021 | Diploma
• 🥇 «Breakthrough Energy» Hackathon "Predictive system for gas distribution system" 2021 | Diploma
• 🥇 Whoosh Mobility Hackathon "TTE and Route Search service using GNN" 2021 | Solution | Diploma
• 🥈 Avanpost Hackathon "Transfer learning for ResNet50" 2022 | Solution | Diploma
• 🥈 Leaders of Digital Transformation «LDT» "TTE and Route Prediction" 2023 | Solution | Diploma
• 4/40 X-MAS Hackathon "Named-entity recognition (NER) with documents" 2022 | Solution
• 5/30 Sber Zvuk Hackathon "CV-deblurring popular personalities on videoo" 2021 | Diploma
• 7/45 Lenta Hack The Cart "Recommendation System for marketplace Lenta" 2021 | Diploma
• 5/30 AgroCode Hackathon "Building an optimized driving route" 2021 | Diploma
• 1/4 final ICPC: The 2020 Moscow Regional Contest | Diploma

• MenaML Winter School by Google DeepMind, QCRI (Doha, Qatar, 2025)
  • Topics: LLM, Diffusion GenAI, RL, AI for Science
• AIRI Summer School ”Summer with AIRI” (St. Petersburg, Russia, 2024)
  • Poster: Vision-Language Models for Robot Success Detection
• International Conference & Summer School ”ISSCAI” by HSE (St. Petersburg, Russia, 2024)
  • Poster: Graph Convolutional Transformers for Travel Time Estimation
• AIRI Summer School ”Summer with AIRI” (Kazan, Russia, 2023)
  • Poster: Grounding Local LLMs to Robotic Manipulation Tasks
  • Habr paper: How to set a list of actions using language models and voice commands?

Teaching experience

• Head of DS Community AI Knowledge Club. Lecturer of the courses:
  • Random forest, Ensembles, Bagging, Boosting - Video
  • Introduction to Deep Learning (Tensors, MLP, CNN) - Video
  • Unsupervised ML (KMeans, DBSCAN, SVD, PCA, tSNE, UMAP) - Video
  • Transformers and Attention (Self-Attention, Encoder, Decoder) - Video

• Binary VQA: binary answer to the question on the image (BLIP, VILT, RoBERTa + VIT)
• NLP Projects: implementing Transformer, BERT analyzing, NER with BERT
• LLM Roles: KL Divergence between Multivariate Gaussians of LLM roles

• Astra Linux Scholarship holder (2023 - 2024)
• VK Education Scholarship holder (2023 - 2024)

🇷🇺 Russian - Native
🇬🇧 English - С1 (Intermediate-Advanced)
🇨🇵 French - A2 (Elementary)