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i use arch btw
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i use arch btw

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lifeqsoll/README.md

About & Experience

  • Education: High school student focused on AI development.
  • Focus: Deep learning, computer vision architectures, and multimodal models (CLIP).
  • Achievements:
    • ROAI 2026 - 74th of 43,023 at the All-Russian Olympiad in Artificial Intelligence (Всероссийская олимпиада по ИИ). Passed the proctored main stage.
    • AI Challenge - participant in the main stage of the international youth AI competition.

Featured projects

1. SysSpectogram — host defense as computer vision

SysSpectogram v1.3.0 - self-hosted Linux / VPS guard. Host telemetry becomes a spectrogram-like image for a small CNN (+ Isolation Forest); VPS runs ONNX, training stays elsewhere. Also works without ML: perimeter, Rust/eBPF agent, Telegram, Tauri Control Center (AppImage/deb). v1.2 adds Fleet: many VPS from one laptop over SSH + device token (no public control API).

Version Repo Release Demo Site

2. Gavel AI - layered AI-vs-real image signals

Gavel AI (Apache-2.0) looks for signs of AI-generated images - not a hard “fake” verdict. Frozen OpenCLIP probe plus local anatomy / artifact / geometry layers, fused into an inspectable signal. Gradio UI + Evidence JSON.

License Repo Stack


Tech Stack

Languages Python SQL Rust TypeScript

Machine Learning & CV PyTorch OpenCV Scikit-Learn Pandas ONNX CLIP MediaPipe NumPy HuggingFace

Tools, UI & OS Linux Docker Git Gradio Svelte Tauri eBPF Pydantic


GitHub languages

Top languages


Contact

Telegram X Email

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  1. SysSpectogram SysSpectogram Public

    Self-hosted Linux VPS guard: plain-language alerts, Telegram, desktop app, Rust eBPF integrity agent and ML anomaly detection (metrics → spectrogram → CNN + Isolation Forest, ONNX).

    Python 5

  2. gavel-ai gavel-ai Public

    Geometric Analysis & Verification Ensemble

    Python 2