Specializing in AI-Driven Infrastructure, Autonomous Agents, and SRE Tools
I am a Senior AI Engineer & Cloud Architect focused on AI-augmented DevOps and Resiliency Engineering. My work bridges the gap between massive-scale cloud infrastructure and intelligent automation. I build tools that not only deploy software but actively monitor, heal, and explain system states using Generative AI.
- Core Focus: Cloud-Native AI Tools, Site Reliability Engineering (SRE), and Autonomous Agents.
- Target Architecture: Local-First Enterprise Workspaces, Self-Healing Infrastructure, and RAG Pipelines.
| Domain | Technologies |
|---|---|
| Cloud & DevOps | IBM, AWS, Azure, Terraform, Docker, Kubernetes |
| Generative AI | LangChain, OpenAI/Local LLMs, Multi-Agent Orchestration, RAG |
| Full Stack | Python (Advanced), JavaScript/TypeScript, React, Terminal UIs |
| Security & SRE | Disaster Recovery Automation, Real-time Monitoring |
AI-Augmented Infrastructure Workspace An enterprise-grade environment combining a real interactive deployment CLI with an AI DevOps Copilot.
- Innovation: Solves the complexity of cloud deployments by having an AI explain CLI outputs, suggest fixes, and guide valid Terraform/AWS commands in real-time.
- Tech: Python, Web-based Terminal, Generative AI.
production-Ready Repository Assistant An agentic AI system designed to automate GitHub workflows and governance. Includes a comprehensive Admin Console and supports multi-LLM switching to optimize for cost vs. intelligence.
- Tech: JavaScript, AI Agents, REST APIs.
Autonomous Multi-Agent Orchestration A framework for self-organizing AI agents capable of complex task decomposition. Handles non-deterministic workflows where agents collaborate to execute sub-tasks without human intervention.
- Tech: Python, LangChain, Recursive Planning.
Automated Disaster Recovery & SRE Console A mission-critical workspace for Site Reliability Engineering. Features autonomous monitoring for site outages, AI-driven incident response, and built-in DDoS safeguards.
- Innovation: "Local-First" architecture ensures recovery tools remain accessible even when cloud dashboards are unreachable.
- Tech: Python, Network Forensics, AI Diagnostics.
High-Precision Domain RAG A Generative AI solution engineered to minimize hallucinations by strictly grounding responses in medical datasets. Demonstrates strict guardrails suitable for regulated industries.
- Tech: Generative AI, Vector Embeddings.
Connect with me:
- Website: https://ruslanmv.com/
My Repositories
This space showcases my projects that demonstrate my skills and passion for AI. Feel free to explore them and delve into the world of data science and machine learning!
Looking to collaborate or discuss AI?
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