Applied Systems

Specs and mechanisms before product claims.

Applied work is where research meets hardware, capture pipelines, deployment surfaces, observability, and real constraints. Current work includes specs, prototypes, and research systems, not a packaged robotics product.

Runtime Paths

Local inference, neural-engine execution, and compiler surfaces that keep latency and accountability visible.

ORION / edge inference

Evaluation Loops

Benchmark harnesses, corrected per-domain scoring, adaptive complexity routing traces, and artifact trails that make claims auditable.

KALAVAI / ACAR

Chitti

An open-source household robot companion OS spec: local voice, identity, per-person memory, embodied expression, HAL adapters, and agent handoff.

Active spec

MEIPPATTU

A foundation motion-model project for Indian classical dance, beginning with Bharatanatyam capture, labeling, and music-conditioned generation.

Downloads spec