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Gyanateet Dutta
Work·Academic·CV

Work

2026Systems

PCOS edge agent

Author, public repository

PCOS (Personal Context Operating System) is a context router rather than a chatbot. A deterministic broker gathers context from the browser, the phone, the watch and PiecesOS memory, then sends each task to the smallest model that can handle it: Gemini Nano in Chrome, Gemma 4 through LiteRT-LM on Android and iOS, FunctionGemma 270M for tool calls, a 12B model on the desktop, and a cloud model only as a last resort. Before anything leaves the device, personal details are stripped and the payload is checked. On Qualcomm phones it downloads the NPU build for that chip and falls back to the GPU, then the CPU. Version 1.0.0 shipped in July 2026.

Scope

Checked by the project’s own 235-test Python regression suite and Playwright specifications. There is no public CI run or user study, and the quantised models are Google’s checkpoints, not mine.

Stack
LiteRT-LM, Gemma 4, Android, Chrome Built-in AI
Links
Code, Release 1.0.0

Also

  • 2026CUDA Blackwell Labs
  • 2026Agentic structure-from-motion
  • 2024Dalton Mills VR Reconstruction
  • 2023AWS AI/ML Scholar
  • B3tt3r: 3D Reconstruction
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