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25Projects & Posts
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8Makers
Edge AI on the Edge
deveco.io project

Edge AI on the Edge

Oumuamua Digital Marketing Technology Solutions is a Technology Company . That has developed a Verticalized, Sovereign Air-Gapped, Asymmetric Neuro-Symbolic Cognitive Edge Appliance and Autonomous Cyber-Physical Orchestration Ecosystem (The IC-COS Platform Stack).This technology establishes an entirely new, independent class of mobile machine intelligence. By permanently trapping advanced civilizational reasoning directly within local, disconnected silicon, our platform successfully achieves a multi-decade computer science milestone: the complete, unconditional decoupling of high-fidelity cognitive computation from cloud data centers, public network routing, and third-party infrastructure dependencies. The technology represents a complete structural departure from current infrastructure-dependent cloud and centralized computing models. By successfully automating the boundary between dynamic context-injection control layers and proprietary frozen neural weights, this system achieves a critical industry milestone: it decouples advanced, high-fidelity cognitive reasoning from the datacenter and traps it permanently within local, offline silicon.The platform requires no physical semiconductor fabrication, custom hardware manufacturing lines, or public data-center real estate allocations. It operates as a pure software-defined fabric designed to optimize and secure an acquiring organization’s existing physical computing infrastructure fleets. A technical administrator can initialize the complete air-gapped system, deploy our customized context frameworks, and have a live, token-streaming engineering engine running on current enterprise laptops and workstations in under 5 minutes.

Bloop:A cozy sightsea-ing quest (online MMO Game Prototype)
deveco.io blog

Bloop:A cozy sightsea-ing quest (online MMO Game Prototype)

I made a little online multiplayer game inspired by my recent underwater robotics work. You can pilot a little ROV around the ocean, explore shipwrecks, take photos and categorize fish and things. It’s multiplayer and I’m thinking of having treasure hunts, etc. I put the basic version up at https://bloop.quest/. I am hoping to expand the game and keep developing it, so would love any ideas or feedback anyone has.

PlantVillage Disease Classification
deveco.io project

PlantVillage Disease Classification

This project walks through the complete pipeline to train, quantize, convert, and benchmark an AkidaNet model on the PlantVillage dataset for Akida 1 hardware. PlantVillage contains 54,303 images of healthy and diseased plant leaves across 38 categories (14 crop species × multiple disease types plus healthy variants). The task is a 38-class image classification problem: given a 224×224 RGB image of a leaf, identify the crop species and disease (or healthy state).