Staya
A communication product combining private chats, groups, channels, stories, voice and video calls, and AI-powered features.
ProductioniOSAndroidReal-timeAI-assistedB2C
AI SOLUTIONS · SYSTEM DESIGN · PRODUCT BUILDING
I turn complex business problems into working AI and software products.
AI Solutions Engineer and System Architect with enterprise experience in AI agents, API integrations and product development. I bridge business requirements, architecture and implementation.
Enterprise AI experience
Products launched to production
80K+ installs across own products
LLM Agents · RAG · MCP · REST APIs
RAGMCPRESTWebRTCB2B SaaS
Enterprise experience · Product founder · AI-native development
SELECTED WORK
Selected work
Products and systems designed from requirements to production.
Ritm
A mobile-first workspace that brings company communication, employees, knowledge and daily operations into one product.
ChatsCallsEmployeesNewsWikiTasksCalendarRequestsFilesWeb Admin
B2B MVP · Preparing for pilot validation
10 companies expressed interest in free pilot testing
Enterprise AI Agent
Requirements, system scenarios and high-level architecture for an enterprise AI agent using GigaChat, RAG, MCP and REST integrations.
GigaChatLLMRAGMCPREST APIBPMNUML
From an unclear request to a working solution
Discover
- stakeholder interviews
- business problem
- user needs
- constraints
- JTBD and use cases
Design
- functional and non-functional requirements
- system architecture
- API contracts
- data models
- integration scenarios
Prototype
- AI workflows
- proof of concept
- prompts and structured outputs
- RAG and tools
- interface prototypes
Deliver
- development support
- acceptance criteria
- testing
- launch
- iteration based on feedback
I do not stop at documentation. I help take the solution from discovery to production.
Expertise
AI Solutions
LLM Agents · RAG · MCP · Prompt Design · Tool Use · Structured Outputs · AI-assisted workflows
System Design
Requirements Engineering · REST API · JSON · Integration Design · BPMN · UML · Sequence Diagrams · RBAC
Data
SQL · PostgreSQL · MS SQL · Data Modeling · ER Diagrams
Product Delivery
Product Discovery · Use Cases · User Stories · Acceptance Criteria · Prototyping · QA / UAT · Jira · Confluence
Experience across enterprise systems and independent products
System Analyst
Enterprise AI agents, requirements and process design, GigaChat, RAG and MCP, REST integrations, infrastructure and policy-management systems, development and acceptance support.
Previous Enterprise IT Experience
Technical Support → QA → System Analysis
Independent Products
Product and system architecture, full product lifecycle, mobile and web products, launch and user validation, AI-assisted development, coordination of developers, QA and marketing.
Founder-level ownership. Solutions-engineering mindset.
Building my own products taught me to look beyond isolated requirements. I consider architecture, user experience, delivery, operations, adoption and business value as parts of one system.
Built from zero
Shipped to production
Worked with real users
FEATURED INTERVIEW
Building a communication product with AI-assisted development
A conversation about AI-native product development, system design, infrastructure, product launch, distribution and the changing role of engineers.
AI-assisted development
Product building
Messaging systems
Startup execution
Technical communication
Writing about AI, systems and product building
Designing AI agents for enterprise systems
RAG, tools, MCP, requirements and integration boundaries.
Draft / Coming soon
What building a messenger taught me about system design
Real-time communication, states, reliability, user experience and scaling.
Draft / Coming soon
From business requirement to production AI solution
Discovery, system design, API, prototype, testing and rollout.
Draft / Coming soon
Professional background
System analysis, enterprise AI and end-to-end product development.
National Research University “Moscow Power Engineering Institute”
Bachelor’s Degree in Business Informatics, 2024
Let’s build AI products that solve real problems.
Open to remote international opportunities in AI solutions, technical implementation and system design.