Vladimir Matiasevich

Lead R&D Engineer / AI Engineer / Hardware Engineer

15+ years in software development and engineering R&D

Location

Buenos Aires, Argentina (GMT-3)

Professional profile

Vladimir designs and develops systems for complex process automation at the intersection of software, media, and hardware. His work spans product platforms, AI-assisted engineering, physical equipment, and operational workflows.

R&D is the common thread. He studies the domain, defines the architecture, builds and tests prototypes, validates them in real conditions, and turns the result into a repeatable system.

Expertise

AI, loop automation, and MCP/WebMCP

Context engineering, RAG and GraphRAG, and Project Graph
Planning, execution, evaluations, and explicit state transitions
Completion criteria, retry and replan strategies, guardrails, and audit gates
Model and resource routing, multi-agent orchestration, and browser-based evidence
Observability and verification for reproducible results

Full-stack platforms and operations

JavaScript, Node.js, Web and PWA development, and Web Components
APIs, PostgreSQL, WebSockets, PM2, and nginx
Frontend, backend, runtime, deployment, and operations integration
Deployment automation, tunnels, SMM, and digital-presence automation

Technical leadership and applied R&D

Domain research, system architecture, prototyping, and field validation
Clear ownership, documented context, review gates, and repeatable verification
Coordination of engineering teams, domain specialists, and contractors
Team training and the development of practical operating materials

Hardware, 3D, and media systems

A wide range of single-board computers and programmable controllers
GSM modems, serial communication, and AT commands
Photogrammetry, high-detail 3D scanning, and 3D visualization
Controlled lighting, camera motion, physical prototypes, and field operation