Mikhail Vakulich
ML/AI engineer. I build LLM agent systems and forecasting models, and take them to production. Right now I work on AI for infrastructure operations; before that, four years in telecoms.
About me
Today I build AI solutions for infrastructure operations: agent systems on top of telemetry and tickets, forecasting models, LLM integrations with systems where the model's answer turns into an action.
Alongside that I finished a master's in machine learning at SPbPU. Reinforcement learning is a separate interest - it was the subject of my thesis.
Before that, four years in telecoms, the last two operating an IP/MPLS backbone.
What I work with
- Python
- LLM agents
- MCP
- LangGraph
- PyTorch
- NETCONF / PyEZ
- Juniper / JunOS
- BGP, L2/L3 VPN
- FastAPI
- PostgreSQL
- Docker
- Prometheus / Grafana
Languages
- Russiannative
- GermanC1, TestDaF
- EnglishB2+