Network Automation Engineer, Python Developer, and AI/ML Explorer
Building intelligent automation solutions and exploring the intersection of networking, code, and artificial intelligence.
01 Selected work
This introduces a guardrailed, AI-assisted network operations framework designed to make automation both safe and practical. It combines natural-language workflows, reusable skills, structured tool integrations, and strict read/write controls to reduce risk …
This write-up focuses on the engineering patterns behind a production-style simulation system: Pydantic-validated actions, fixture-driven determinism, weighted scoring, transparent reward breakdowns, and resilient inference orchestration. If you want an AI workflow that …
Built a Malayalam-inspired programming language with a fully functional browser-based interpreter, featuring a custom lexer, AST parser, and execution engine — deployed live via GitHub Pages to make coding more culturally engaging …
02 Field notes
10 min read · Article
5 min read · Article
3 min read · Article
CURIOUS SINCE // DAY ONE
03 The human behind the systems
A voice arriving from somewhere far away made me wonder how invisible connections worked.
That curiosity led me from networks to software, automation, and artificial intelligence. The technology keeps changing; the instinct to understand it and build something useful has stayed the same.
Read the full story ↗04 Open channel
Whether you have a question or want to connect, I’d be happy to hear from you.