Open to opportunities

Danil Vishnyakov

@danilvishnyakov

Message

I build production ML pipelines and models for data-intensive problems.

Kyrgyzstan

Message

What I'm looking for

I'm seeking an ML Developer role in a speech recognition team, where I can work on ASR, low-resource languages, deep learning, and production deployment of ML models.

I've built and deployed ML solutions across Gazprombank, Genome AI, telecommunications, and data-focused business teams. At Gazprombank, I developed a PyTorch and Scikit-learn meta-learning framework for clustering algorithm selection and validation metric recommendation.

At AI Talent Hub, I automated genomic-data workflows with Docker and CI/CD, deployed ML models to production, and configured monitoring and scaling. Previously, I built Python ETL pipelines, Power BI dashboards, churn prediction models, and reporting automation that reduced preparation time by 20%.

I'm now focused on speech recognition, ASR for low-resource languages, and bringing research-driven models into production. I also write a technical Habr blog about ML, data analysis, and bioinformatics.

Experience

Work history, roles, and key accomplishments

AI Researcher

Gazprombank

Jan 2026 - Jul 2026 (6 months)

Developed a meta-learning framework for automatic clustering algorithm selection and internal validation metric recommendation using PyTorch and Scikit-learn. Worked with large datasets, extracted meta-features, and built benchmarks.

PyTorch scikit learn Clustering Benchmarking Research