Ashwin Kochiyil Philips

AI Researcher & Systems Architect

I build AI that reasons through geometry, not brute force. 93% accuracy on ARC Prize — without transformers.

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What I Build

Systems that reason, coordinate, and adapt

ARC Prize Research

93% accuracy on abstract reasoning by treating intelligence as geometry, not language. A novel approach to pattern recognition without large language models.

Geometric reasoning Read the research

Fulqrum

Multi-agent news analysis platform. AI systems that cross-reference, debate, and synthesize information from multiple sources to surface what matters.

Multi-agent AI Learn more

NoqNoq

Distributed coordination protocol for AI agents. Persistent memory, shared context, and autonomous orchestration across sessions.

Distributed systems Learn more

Pattern Recognition Across Domains

The same pattern recognition that achieves 93% on ARC Prize applies to distributed systems architecture, music composition, and building companies. Each discipline sharpens the others.

AI Research

Geometric reasoning, ARC Prize, abstract pattern recognition

Systems

Cloudflare Workers, distributed architecture, Rust

Music

Ambient electronic, modular synthesis, generative composition

Entrepreneurship

6 companies founded, 15+ years building products and teams
Johns Hopkins University Rensselaer Polytechnic Institute Bell Labs IBM 6 Companies Founded 15+ Years Building

Let's Build Something Together

Interested in AI research collaboration, systems architecture, or building something new?

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