Fields of interest: Transformers, NLP/LLM, RL, Embodied AI, RecSys
My telegram channel: AI - Arseny Ivanov
My curriculum vitae: CV
- Sberbank, Sber Robotics Lab / NLP Multimodal Researcher (Feb 2024 - Present)
- Developed a FeedBack Module for evaluating of the execution of actions in the environment (Video-Text Retrieval - SFT CLIP, ViClip, VideoLlava, VideoMamba).
- Sberbank, Sber AmazMe / Research Data Scientist / Recommender Systems (Jun 2022 - Feb 2024):
- Active participation in deploying algorithms into production operation
- Conducting and analyzing A/B tests
- Reading papers from RecSys conferences, participating in the internal reading club
- Managed to significantly improve the recommendations: preprocessing and filtering of data, optimization of model training
- Sberbank, Sber AI / Research Assistant (Jan 2022 - Nov 2022)
- Conducted an analysis of advanced scientific papers on the problem of predicting travel time
- Developed graph algorithms for travel time estimation, improved predictions quality by 11%
- Published research paper TTE on GNN for the JBD ”Journal of Big Data”
- Sberbank, Sber Devices / Data Science Intern (Oct 2021 - Jan 2022)
- Research in the field of neuromorphic artificial intelligence and cognitive systems of the brain
- Developed a binary classifier of Covid19 diseases in humans based on data from an electromagnetic cap with sensors
- Support program of commercially oriented researches ”UMNIK” (NUST MISIS / Sber Robotics Lab)
- NUST MISIS Applied Maths B.S (Since 2020)
- Deep Learning School (2020 - 2021)
- Summer with AIRI 2023 (2023) | Project | Habr Paper
- Sumsung Research Stepik ML Course (2018 - 2020) Diploma
- Stepik Functional Analysis (2018 - 2020) Diploma
- Sports programming ACM MISIS (2020 - 2021)
- Basic administration ОС Linux Special Edition (2022) Diploma
- 🥇 Цифровой прорыв: сезон ИИ "Video Recommendation System for RuTube" 2023 | Solution | Diploma | (5000$ award)
- 🥇 Agora Hackathon "Service for marketplace using AI" 2022 | Solution | Diploma | (2500$ award)
- 🥇 Rosatom City Hackathon "Analytics for business using graphs" 2021 | Diploma | (2000$ award)
- 🥇 «Энергия прорыва» Hackathon "Predictive system for gas distribution system" 2021 | Diploma | (3000$ award)
- 🥇 Whoosh Mobility Hackathon "TTE and route search service using GNN" 2021 | Solution | Diploma | (2500$ award)
- 🥈 Avanpost Hackathon "Transfer learning for ResNet50" 2022 | Solution | Diploma | (1000$ award)
- 🥈 Leaders of Digital Transformation «ЛЦТ» "TTE and route prediction" 2023 | Solution | Diploma | (6000$ award)
- 4/40 X-MAS Hackathon "Named-entity recognition (NER) with documents" 2022 | Solution
- 5/30 Sber Zvuk Hackathon "Debuting popular personalities on video" 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
- 78/501 MTS ML Cup | Solution | Diploma
- 1/4 final ICPC: The 2020 Moscow Regional Contest | Diploma
Creator of Data Science Community - AI Knowledge Club
- Аuthor and lecturer of the course on Introduction in ML 2022
- Аuthor and lecturer of the course on Introduction in ML 2023
- Host at Research Papers Club
- Astra Linux Scholarship holder (2023 - 2024)
- VK Education Scholarship holder (2023 - 2024)
🇷🇺 Russian - Native
🇬🇧 English - B2 (Intermediate-Advanced)
🇨🇵 French - A2 (Elementary)