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GAMMA
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GAMMA
  • Texas Tech University
  • Bend, Oregon
  • Instagram m.alachii
  • Joined Dec 10, 2025

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malachihooper-json/README.md

Malachi's

Library of Developments

Instagram GitHub followers

Neural Network Banner

> Various Focuses

> Texas Tech


What am I working on?:

NOW - I have just published a bash-based easy to use generator that creates 4k Binaural Beat Youtube Videos that are High Quality at over 10 hours long, all rendered in UNDER 45 minutes! "IsochronicToneGen" SEPTEMBER -I am focusing on adaptive mesh networks using machine learning. I have also just released a plug-and-play peer-to-peer mesh network library for distributed computation on .NET/C# systems (8). This requires Powershell accessibility and is durable to changing network conditions.

┌──────────────────────────────┐
│  Neural Networks             |
│  Music and Audio             │
│  Peer-To-Peer Protocols      │
└──────────────────────────────┘
┌──────────────────────────────┐
│  Cross-Platform Inter-op     │
│  Active ML Self-Critique     │
│  Embedded Coding Agents      │
└──────────────────────────────┘

Proficiencies

C# C++ Python JavaScript React Next.js HTML5


Project: IsochronicToneGen for MACBOOK or PC

An easy to use rapid 4k video generator that contains custom binaural or isochronic frequencies and is rendered in under 45 minutes!


| Description | |---------|-------------| | User-Settings | User selects length of video, frequency, Hz, Carrier tone, etc. | | Rapid 4k Encoding | Develop a working 4k Video of your newly generated audio in RECORD time | | Video Options | There are options to include visuals, or keep it simple with black and white utility-style videos |

Project: Nightframe

A distributed computing platform that enables collaborative neural network inference across a mesh of autonomous nodes. Features cellular intelligence, GPU-accelerated ONNX runtime, and viral network propagation.


| Description | |---------|-------------| | Distributed Inference | Pipeline-parallel model sharding across nodes | | Cellular Intelligence | RF fingerprinting and handover prediction | | Neural Compute | ONNX Runtime with GPU acceleration (CUDA, DirectML, CoreML) | | Mesh Discovery | UDP broadcast + mDNS peer discovery | | Captive Portal | Platform-aware network propagation | | Credit Economy | Incentivized compute contribution |

┌─────────────────────────────────────────────────────────────────────────────┐
│                         WEB CONSOLE (React/Next.js)                          │
└───────────────────────────────────────┬─────────────────────────────────────┘
                                        │ SignalR WebSocket
                                        ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                        ORCHESTRATOR (Command Node)                           │
│                        ASP.NET Core + gRPC                                   │
├─────────────────────────────────────────────────────────────────────────────┤
│  Drone Registry │ Ledger Service │ Shard Coordinator │ Cell Coordinator     │
└───────────────────────────────────────┬─────────────────────────────────────┘
                                        │ gRPC bidirectional streaming
                        ┌───────────────┼───────────────┐
                        ▼               ▼               ▼
                  ┌─────────┐     ┌─────────┐     ┌─────────┐
                  │ DESKTOP │     │  SCOUT  │     │ ANDROID │
                  │  DRONE  │     │  DRONE  │     │  SCOUT  │
                  │─────────│     │─────────│     │─────────│
                  │ Compute │     │ Cellular│     │ Wi-Fi   │
                  │ Storage │     │ RF Loc  │     │ Scanning│
                  │ Gateway │     │ Predict │     │ GPS Map │
                  └─────────┘     └─────────┘     └─────────┘

License

Copyright © 2024 Malachi Hooper. All rights reserved.




Contact

Platform Link
Instagram @m.alachii
Email malllachi@proton.me

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║   malachihooper.json GITHUB                               ║
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▓▒░ signal.processing ░▒▓ ▓▒░ mesh.network ░▒▓ ▓▒░ swarm.intelligence ░▒▓ ░▒▓ rf.fingerprinting ▓▒░ ░▒▓ geolocation ▓▒░ ░▒▓ spectrum.analysis ▓▒░ ▓░▒ distributed.compute ▒░▓ ▓░▒ autonomous.agents ▒░▓ ▓░▒ neural.security ▒░▓ ░▒▓██████████████▓▒░ ░▒▓██████▓▒░░▒▓█▓▒░ ░▒▓██████▓▒░ ░▒▓██████▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░ ░▒▓█▓▒░░▒▓█▓▒░░▒▓██████▓▒░ ░▒▓██████▓▒░░▒▓███████▓▒░░▒▓████████▓▒░▒▓███████▓▒░
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