AI Engineer
agentic systems, MCP
& voice AI.
Two AI platforms in production, built solo. Open to full-time roles.
// built with
Built solo, running in production
Two AI platforms I designed and built end to end. Each case study covers the architecture, the key decisions and what I'd change.
KubeTrace
kubetrace.net
An AI-driven Kubernetes testing, security, and reliability platform — the entire platform, built solo. It continuously validates clusters for security, reliability, and configuration drift — and pinpoints root cause in seconds.
- ▹MCP-based multi-tool integration with real-time, read-only cluster connect
- ▹AI root-cause investigation across multi-cluster, regulated production environments
- ▹Automated security, network, performance, storage & API test suites with compliance reports
Rubricate
rubricate.net
An agentic AI voice-interview and evaluation platform — the entire platform, built solo — that vets domain experts at scale with adaptive voice interviews backed by a full automated evaluation pipeline. The expert network behind Dataclap.
- ▹Agentic AI voice interviews that adapt to each candidate in real time
- ▹End-to-end automated evaluation pipeline with scoring rubrics
- ▹Automation workflows for sourcing, screening, and expert onboarding
Where I've built
AI Engineer
currentDataclap
Nov 2025 — Present · Coimbatore
- ▹Solely built the entire KubeTrace platform — an AI-driven Kubernetes reliability platform with MCP-based multi-tool integration and real-time, read-only cluster analysis.
- ▹Solely built the entire Rubricate platform — an agentic AI voice-interview platform with a full automated evaluation pipeline and scoring workflows.
- ▹Designed AI agents and MCP clients/servers powering automation workflows across products.
- ▹Owned architecture, backend, and real-time data pipelines from prototype to production.
Software Team Lead
Rehabionics · Startup
Apr 2025 — Oct 2025 · Coimbatore
- ▹Led a software team for healthcare product development.
- ▹Coordinated sprint planning, task assignment, and code reviews.
- ▹Delivered full-stack features (React / React Native frontend + Node.js backend).
- ▹Integrated ML modules for real-time product functions.
Latest notes
Also available for freelance work
Outside my full-time role I take on a small number of projects: web apps, custom software and AI automation, shipped to production on your accounts.
// next step
Hiring an AI Engineer?
I'm looking for a full-time role building agentic systems, MCP integrations or voice AI. Based in Coimbatore, India, open to Bengaluru.