Senior AI/ML Researcher

Web3 Talent

@anton_vorontsov

Led a team of 3 researchers to design and implement AI/ML solutions for time-series forecasting in cryptocurrency and stock markets, focused on high-frequency trading.

Investigated and benchmarked advanced architectures including DisjointCNN, Temporal Fusion Transformer, and Informer, achieving the highest performance with Informer for multi-step forecasting (24 candles ahead).

Designed and experimented with custom loss functions (Custom R², Quantile Loss, GMADL, Balanced GMADL) to improve predictive accuracy and robustness.

Developed a modular experimentation framework for rapid training, evaluation, and deployment of models, including:

...

Sign in to view full bio

Location, Languages, Skills

Active over a week ago
🗣️English
🚀 In crypto since 2020
🌱 Member since October 2025
Accepts Crypto
Accepts Fiat
Open to Full-time
Open to Part-time
Remote
Open to Relocation

Work History

PeriodTitleCompany
June 2025 to Oct 2025Sign in to view Uavo Henxdtkpsrco DmkltgbagoSign in to viewAGV
Aug 2024 to June 2025Sign in to view Biob PZ/Dtdyqxh Yvmkqdzs GrvnjgeySign in to viewZjipxdUreyn
June 2023 to Aug 2024Sign in to view Jugbba Cytvpwc Esbeqorx BnrxkzjpSign in to viewYvqhkagp
Jan 2021 to June 2023Sign in to view Pgmmsfh Qwxlwxac KogoriaySign in to viewGkgzgwfmd
Oct 2019 to Jan 2021Sign in to view CkejBM EmkkrotsSign in to viewOyqb

Social Media

Recommendations

No recommendations yet

Member since October 2025

Report this profile