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VoicuTomut/README.md

Understanding, for making the world a better place.

I build AI tools that compress the gap between scientific discovery and real engineering — from atomistic modeling to system-level design.

Co-Founder & CEO of Apeiron AI · Obsessed with better heuristics, better materials, and better computing paradigms.

Direct interests: AI & ML · Alternative computing (quantum, neuromorphic, optical) · Autonomous drones · Novel materials

Currently building:

📫 andrei@apeironai.eu

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  1. Event-Classification-with-Layerwise-Learning-for-Data-Re-uploading-Classifier-in-High-Energy-Physics Event-Classification-with-Layerwise-Learning-for-Data-Re-uploading-Classifier-in-High-Energy-Physics Public

    Jupyter Notebook 1 1

  2. Enhanced-Autoencoders-for-anomaly-detection Enhanced-Autoencoders-for-anomaly-detection Public

    Jupyter Notebook 8 7

  3. AgentFit AgentFit Public

    AI rediness audit

    HTML

  4. xmltodict-fast xmltodict-fast Public

    Forked from martinblech/xmltodict

    Python module that makes working with XML feel like you are working with JSON (Rust-accelerated XML↔dict — drop-in replacement for xmltodict. 2-3× parse, 5-8× unparse, 2 KB streaming overhead.)

    Python 1

  5. eYcel eYcel Public

    eYcel replaces all text with consistent fake words while keeping numbers and formulas intact. Send the encrypted file to the AI, get the formulas back, apply them to your real data.

    Python

  6. ase-fast ase-fast Public

    ASE with Rust hot paths — 12× faster neighbor lists, 6× faster VASP IO, 3.5× faster extxyz. Drop-in: pip install ase-fast

    Python 2