Arseny Ivanov Arseny5

Hello, I'm Arseny Ivanov!

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

Job Position	Company	Field	Work Period
Middle DL Engineer	XLabs AI	GenAI, Audio, SVS	2024-08 — 2024-10
DL Researcher	Sber Robotics Lab	LLM, CV, Multimodal, Retrieval, Planning, RLHF	2024-02 — 2024-09
Junior Data Scientist	Sber AmazMe	RecSys, A/B, GNNs, RL, Analytics, preprocessing	2022-06 — 2024-02
Research Assistant	SberAI	GNN for TTE/ETA	2022-02 — 2022-09
Intern Data Scientist	SberDevices	Neuromorphic AI, time-series	2021-10 — 2022-01

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

🥇 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

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