AI Engineer | AI Systems & Cloud Infrastructure
Building autonomous AI agents, distributed backends, and cloud-native chaos tooling.
🐙 Krkn Ecosystem (krkn-chaos) — Active Contributor
Krkn is a chaos testing tool for Kubernetes clusters designed to ensure platform resiliency.
I actively contribute to this cloud-native ecosystem by engineering network degradation scenarios (working with Linux tc), resolving core evaluation engine bugs, and authoring official scenario documentation.
🔗 Live Activity: Merged PRs • Issue Reports • Official Docs
Autonomous cybersecurity agent that detects and responds to threats in real-time.
- 7-Stage Closed-Loop Pipeline:
Observe→Analyze→Reason→Decide→Act→Learn→Validate - Execution Engine: Confidence-gated supporting Shadow, Human-in-the-Loop, and Autonomous execution modes.
- Performance: 87–100% detection rate across simulated attack vectors.
- Tech Stack: FastAPI, Celery, Redis, Isolation Forest, One-Class SVM, Groq LLM
6-node AI agent DAG featuring real-time streaming and self-healing revision loops.
- Orchestration: LangGraph StateGraph with conditional routing and state preservation.
- Streaming: Non-blocking Server-Sent Events (SSE) streaming pipeline to frontend.
- Self-Healing: Continuous Critic ↔ Creator evaluation & revision loop.
- Tech Stack: LangGraph, Flask, TypedDict, Python Queue, Google Search API
| Domain | Tech & Tools |
|---|---|
| Cloud-Native & DevOps | Kubernetes, Docker, Container Runtimes, CNCF Tooling, Git, GitHub Actions |
| Languages | Python, TypeScript, JavaScript, C++ |
| AI & Agentic Frameworks | LangGraph, LangChain, LLM Integration, RAG Pipelines, Scikit-learn |
| Backend & Distributed | FastAPI, Node.js, Express, Celery, Redis, REST APIs |
| Databases & Vector | PostgreSQL, MongoDB, Prisma ORM, ChromaDB |
500+ DSA Problems Solved | LeetCode Top 15% (1570+) | Codeforces 1050+
- Cloud-Native Resilience: Developing scenario wrappers, containerized testing harnesses, and automated doc sync systems.
- Autonomous AI Agents: Building deterministic evaluation loops, stateful DAGs, and real-time streaming backends.
- 📷 Award-winning photographer — Recognized in national & international showcases
- 🎵 Indian classical flutist — Trained in traditional classical music
- 🎬 Visual storyteller — Photography, cinematography, and post-production
I'm always open to discussing Cloud-Native Architecture, Autonomous AI Agents, or Open Source Collaboration.
Reach out: LinkedIn • Email • Twitter
"First solve the problem, then write the code." — John Johnson