AI & ML interests
Embedded System Design Solutions. Including PCB, FPGA & ASIC.
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Trace
Autonomous PCB design powered by AI agents.
Trace is an AI-native circuit design platform that integrates directly into KiCad, enabling engineers to design, modify, and query circuits using natural language.
What We Do
- AI-Powered Design — Multi-agent system for schematic and PCB layout
- Natural Language Interface — From "Add a 10k resistor to the output" to "Design a buck converter with 12V input, 5V/2A output, and soft-start"
- Custom GNN — Graph neural network trained for circuit understanding and analysis
- Semantic Search — Vector-powered search for KiCad symbols and footprints
- Datasheet Parsing — Extract specs from component datasheets automatically
Operating Modes
| Mode | Description |
|---|---|
| Ask | Answer questions about circuits, KiCad, and electronics |
| Agent | Execute direct modifications to schematics and PCBs |
| Plan | Multi-turn design conversations with requirement gathering |
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Tech Stack
Built with a custom-trained GNN for circuit analysis, Claude (AWS Bedrock), LangGraph, Pinecone, and FastAPI. Integrates natively with KiCad.
Building the future of hardware design.
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