Official repository for Reinforcement Learning Decoders used for intra-cortical brain machine interfaces - Neuroelectronics 2025

An algorithm to merge RISC-V instruction sequences

Linux distro with automatic hardware detection and per-system optimization. Ubuntu 24.04 base. Alpha.

This project analysis and optimizes Retinex image enhancement algorithm for embedded system applications

This project explores how adaptive behavior and learning-like dynamics can emerge from purely deterministic gate-level systems. It evolves from strict Boolean matching to score-based decision making, culminating in a cybernetic feedback-driven adaptive learning system 🤖.

HiveOS Mining Farm Management Tool helps you efficiently manage and optimize your mining farm, offering centralized control and monitoring of your rigs. 🖥️📊

For internal training and testing

Dynamic GPU voltage control and a full Radeon tuning suite for Windows, built on AMD's official ADLX SDK. Live clock-based voltage switching plus manual tuning, fan curves, 3D & display settings, per-app boost, profiles, and a crash flight-recorder — one persistent bridge, GUI + CLI.

Energy-efficient AI architecture optimization through thermodynamic analysis and causal derivation

Linux (Arch) optimization guide for Samsung Galaxy Book6 Pro (NP960XJG) — Panther Lake, Arc B390, fingerprint, BIOS analysis, idle power 7.5W→1.9W

Unlocking RTX 4090: 15s/it for 56B models (Flux 2.0 Dev + Mistral 24B). Protocol Marianna F2.11, P-State 'Defibrillation' method & Workflow. (Перевод: Разблокировка RTX 4090: 15 сек/ит для моделей 56B. Протокол Marianna F2.11, метод 'Дефибрилляции' P-state и Workflow.)

Commercial LLM evaluation service — hardware-aware benchmarking across text generation, embedding, and vision/OCR with 18 domain-specific scorers and multi-project orchestration

Run modern AI models on older laptops - optimized for 2nd-gen Intel hardware

This AI Repo is where I will upload AI-related documentation and architecture with an human-centric and resource-efficient approach.

"Advanced TDP Controller and Monitoring Tool for AMD Ryzen Mobile processors."

A Machine Learning tool that predicts gaming performance (FPS) and identifies hardware bottlenecks (CPU vs. GPU) based on PC specifications and game settings.

Deep Learning project using PyTorch to classify shoe image pairs. Features custom CNN architectures (CNNChannel) with a focus on hardware-constrained optimization and VRAM management.

⚙️ Optimize your Linux experience with HecateOS, a performance-driven distribution that auto-tunes hardware for enhanced efficiency and speed.