Backend Developer (Python, Go) & ML Engineer | Master's Student @ UrFU
- Languages: Python, Go, SQL.
- Frameworks & Libraries: FastAPI, PyTorch, Scikit-Learn, SQLAlchemy.
- Tools: Git, PostgreSQL, Docker, CI/CD, uv, Ruff.
sketch_backend_python — a production-ready template for quickly starting backend development.
- Goal: Eliminate the tedium of deploying new services on FastAPI by implementing best architectural practices.
- Toolbox: Python, FastAPI, SQLAlchemy, PostgreSQL, Docker.
- Status: In active development.
- Machine Learning: I'm deeply immersed in ML theory and practice as part of my master's program. My particular interests are model quality metrics, natural language processing, and RLHF.
- Backend (Go): I am independently studying the Go (Golang) ecosystem to create high-performance and scalable microservices.
- System Design: I am interested in the architecture of distributed systems and the effective interaction of ML models with the backend.