Trusted edge systems.
I build infrastructure that has to be right the first time because it runs on hardware, not on a staging branch. Energy, autonomy, aerospace, robotics, EDA, AI-worker substrates, and scientific evidence.
This site is a technical corpus: active projects, design papers, and field notes with clear status boundaries.
The public surface now centers on project hubs.
Each hub collects the project status, stack, source links, and published articles.
CubeSat Electronics
Flight-qualified OBC, power, RF, and ADCS electronics across 0.3U, 1U, and 3U CubeSats.
Robotics Perception and Planning
A compressed technical paper covering visual odometry, FC-RRT*, YOLO/Kalman tracking, SLAM inspection, and classical planning.
JouleBridge
A signed edge runtime for AI-orchestrated energy sites.
Axiotelic
Typed roles, receipts, quality gates, and safety envelopes for AI workers and future robotic agents.
Latest published pieces.
30 years of AT&C losses, told as one long engineering bug report
India has spent three decades trying to reduce power distribution losses. The number moved, but the deeper bug stayed: the sector still lacks a trusted record at the meter.
Axiotelic: Typed Roles, Receipts, and the End of Vibes-Based AI Work
Axiotelic starts with code audit because generated work is cheap and acceptance is expensive. The long-term product is a typed-action operating system for AI workers: role contracts, task contracts, quality gates, repair loops, and receipts that survive after the model call ends.
Canonical bytes: why JSON betrays you when you try to hash it
A signature only means something if every verifier can reproduce the exact bytes that were signed. JSON makes that harder than it looks.
The Engineering Discipline Autonomous UAVs Need Before Autonomy
Most autonomy startups want to start with mission AI. Valeon has to start one layer lower: requirements, sizing, energy margins, airframe constraints, and contested-link behavior that keep Chimera honest.