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rayanakarthikeyan/README.md
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Crafting autonomous agentic platforms, self-healing architectures, and high-impact distributed systems.

Portfolio Website LinkedIn GitHub Profile Views

⚡ Snapshot & Engineering DNA

name: Rayana Karthikeyan
focus: Agentic AI Systems • Resilient Full-Stack Architecture • LLM Guardrails & RAG • Model Context Protocol (MCP)
portfolio: https://rayanakarthikeyan.vercel.app/
current_obsession: Building fault-tolerant, self-healing agent workflows & distributed AI concierges
core_philosophy: "Deterministic reliability wrapped around stochastic intelligence."
  • 🌐 Interactive Portfolio: Discover my live apps, case studies, and engineering writeups at rayanakarthikeyan.vercel.app.
  • 🤖 Agentic & AI Engineering: Specializing in multi-agent orchestration, contextual RAG, Model Context Protocol (MCP) tools, and deterministic safety guardrails.
  • 🛠️ Full-Stack Craftsmanship: Building production-grade, highly responsive web platforms with TypeScript, Next.js/React, Python, and modern cloud primitives.
  • 🎯 Reliability First: Designing systems with self-healing capabilities, automated evaluation harnesses, and chaos testing in mind.

🚀 Highlighted Flagship Projects

🛡️ Sentinel-Kernel

Autonomous SRE & Self-Healing Incident Agent with isolated ephemeral sandbox execution and deterministic regression gating.

  • Triage, telemetry analysis, and reproduction test generation
  • Deterministic zero-hallucination test suite verification

⚡ Zero-Docs Chaos Copilot

An Agentic AI developer platform that generates resilient, self-healing payment integrations under active chaos conditions.

  • Autonomous schema derivation & dynamic retry strategies
  • Automated chaos simulation & integration self-repair

🍕 Swiggy-Syndicate-MCP

An autonomous multi-person group ordering concierge and constraint-solving MCP server built on top of the Swiggy Food API.

  • Model Context Protocol (MCP) integration for LLM agents
  • Algorithmic group preference & multi-constraint solver

🤖 Apple-Support-AI-Agent

Grounded AI Customer Support Agent with historical resolution RAG, intent classification, safety escalation guardrails, and empirical eval harness.

  • Vector-grounded retrieval against real diagnostic workflows
  • Strict escalation safety pipelines & systematic evaluation

🧰 Tech Arsenal & Superpowers

Domain Technologies & Frameworks
AI, LLMs & Agents LangChain • LlamaIndex • Model Context Protocol (MCP) • RAG Pipelines • Agent Evaluation • Prompt Engineering
Languages TypeScript • JavaScript • Python • Java • SQL • HTML5 / CSS3
Frontend React.js • Next.js • Tailwind CSS • Vite • Shadcn UI
Backend & APIs Node.js • Express • FastAPI • RESTful APIs • GraphQL
Databases & Caching PostgreSQL • MongoDB • Redis • Vector Databases (Chroma / Pinecone / Qdrant)
DevOps & Cloud Docker • Git / GitHub Actions CI/CD • Linux • Cloud Deployment

Tech Stack Icons

📊 GitHub Activity & Metrics

GitHub Profile Details

Stats Card Language Distribution

🤝 Let's Connect & Collaborate

Looking to collaborate on groundbreaking Agentic AI systems, MCP tooling, or full-stack platforms?
Feel free to reach out via:

Portfolio LinkedIn GitHub Follow



Dev Quote

Popular repositories Loading

  1. Academia-Lab Academia-Lab Public

    Full-stack academic learning and lab assessment platform for JAVA and DBMS theory/lab tracks. The application combines external learning resources, engagement telemetry, proctored assessments, and …

    TypeScript

  2. Zero-Docs-Copilot Zero-Docs-Copilot Public

    Zero-Docs Chaos Copilot: An Agentic AI developer platform that generates resilient, self-healing payment integrations.

    TypeScript

  3. Apple-Support-AI-Agent Apple-Support-AI-Agent Public

    Grounded AI Customer Support Agent for @AppleSupport with historical resolution RAG, intent classification, safety escalation guardrails, and empirical evaluation harness

    Python

  4. Swiggy-Syndicate-MCP Swiggy-Syndicate-MCP Public

    Autonomous multi-person group ordering concierge and constraint-solving MCP server built on Swiggy Food API

    TypeScript

  5. rayanakarthikeyan rayanakarthikeyan Public

    Special repository for Rayana Karthikeyan's GitHub profile

  6. Sentinel-Kernel Sentinel-Kernel Public

    Autonomous SRE & Self-Healing Incident Agent with Isolated Sandbox Verification and Live Command Console

    Python