Robotics Simulation
Physics-based simulation environments for autonomous systems. Sensor modeling, scenario generation, and hardware-in-the-loop integration for validation and testing.
AI & Perception
Layered autonomy stacks — from finite state machines through classical ML to frontier models. Open-source foundations, technology-agnostic design. Systems built to evolve with the field, not locked into any single vendor.
Offline-First Edge AI
Autonomous systems that operate without connectivity. Deployed on NVIDIA Jetson for robotics and Grace Blackwell for high-performance edge inference. No cloud dependency.
Systems Infrastructure
Distributed systems, data pipelines, and backend architecture for compute-intensive workloads. Built for reliability at scale.
Software Engineering
Full-stack development, API design, and production-grade tooling. End-to-end delivery from architecture through deployment.
Built With
Independent products and open source projects.
Graphlings
Compute scalable life on a peer-to-peer AI mesh. Every phone, tablet, laptop, desktop, and server available combining to create a universe of virtual pets for kids with emergent capabilities.
graphlings.net →Sound Box
AI-powered synthetic audio and music generation using Meta AudioCraft, MAGNeT, and Piper TTS. Full library with search, radio mode, community voting, and quality analysis pipeline. Runs on NVIDIA GPUs from Jetson to Blackwell.
Tritium-SC
Neighborhood robot game with satellite maps and autonomous coordination. Open source.
github →Team
Matthew Valancy
Owner
Full-stack generalist. Designed and built manufacturing test equipment across land, sea, air, and space programs at Tesla, Joby, Skyryse, Astra, and Monarch Tractor. End-to-end from requirements through PCB design, mechanical, firmware, and software as a single engineer.
Lakshman
Engineer
Full-stack engineer across backend services, frontend interfaces, and cloud infrastructure. Designs APIs, builds CI/CD pipelines, and manages deployments on AWS and Cloudflare. Focused on reliability, clean architecture, and shipping production systems.