Skills
Product & Project Management
- Product strategy and roadmap
- Backlog management and prioritization by value, risk and effort
- Quarterly portfolio planning across teams
- Taking products from requirements to production
- Managing cross-team dependencies
- C-level stakeholder management
- Solution selection and vendor management
- Agile, Scrum, Kanban
Automation & AI
- LLM-based agent workflows
- MCP: connecting LLMs to tools and data
- Long-term memory for agents (AgentMemory)
- Local LLMs
- RAG: search and Q&A over your own documents
Network Infrastructure & Security
- Firewall design and configuration
- Traffic routing
- VPN and split tunneling
- Network segmentation
- Server infrastructure and virtualization
- Self-hosted services
- IT asset inventory and audit
Integrations, Data & Compliance
- Integration with banking systems and enterprise service bus
- OSS/BSS billing platforms
- Data migration between systems (SQL)
- Personal data law (152-FZ), communications privacy, regulator requirements
- Data access control
- Government data exchange (SMEV3)
Tools
- Jira, Miro, Kaiten, Redmine
- SQL
- Linux, Docker
- Claude Code
How I can help
01
AI automation
I find which routine work can be handed to AI: documents, correspondence, meeting notes. Then I build the solution with agents and, when data can't leave your perimeter, with local LLMs and retrieval over your own documents (RAG).
02
Product or sales-channel launch
I take a product from requirements to production: gather requirements, agree the design with architects and security, organize the teams and see it through to launch. That's how I rolled out mobile-plan sales to 200+ bank branches in 8 months.
03
Network and security for small business and home office
I design and set up your network: firewall, segmentation, VPN with split tunneling, self-hosted services instead of cloud ones. You get a clear setup you can maintain without me.
Available for consulting or project work.