CHARBELOCHOA.COM
CHARBEL OCHOA // AI RESEARCH & AEROSPACE SYSTEMS 0000-00-00 00:00:00 UTC
[ CURSOR :: 3D HALFTONE LIGHT FIELD ] [ SCROLL :: INITIATE TELEMETRY ]
Large Language Models / Computer Vision / Autonomous AI Agents / Deep Learning / Aerospace Engineering
ENV Kali & Arch x86_64 KERNELS PyTorch · NumPy · C++20 AGENT Orbit // Node-Panda
Pixel-art Orbit in black hoodie beside a Kali Linux laptop
01 // HACKER KERNEL 02 // NEURAL TENSOR 03 // AEROSPACE GNC
VEC000.0% MACH0.80 L(theta)2.4340
STAGE 01.A // LOW-LEVEL Kali & Arch Packet Bus
STAGE 01.B // DIFFERENTIABLE Multi-Head Self-Attention
STAGE 01.C // FLIGHT CONTROL Cislunar Autonomous Flight
02 // LIVE ARCHITECTURES

Neural, Vision & Hacker Kernels

GRID :: 12-COL
KERNEL 02.01 // TRANSFORMER H = 2.184 bits

Scaled Dot-Product Self-Attention

Isometric pixel-art deep learning tensor core
Attn(Q,K,V) = softmax(QK^T / sqrt(d_k))V
KERNEL 02.02 // SHELL zsh :: x86_64

Kali / Arch Research Shell

root@kali:~/charbel
KERNEL 02.03 // VISION 16x16 ViT

ViT Spatial Patch & Optical Nav

PATCH #048 // CONF 0.994 TRN :: ACTIVE
KERNEL 02.04 // AGENCY C++20 GRAPH

Node-Panda C++20 Agent Graph

ACTIVE_NODE :: ORBIT 0.24 ms
KERNEL 02.05 // TELEMETRY CRON 00:20 UTC

Nightly Git Koi & Pixel Telemetry

Autonomous pixel-art Git Koi synthesized nightly from repository telemetry
PY · IPYNB · C++ · TS AUTONOMOUS
Isometric pixel-art neural workstation NEURAL WORKSTATION
Pixel-art NASA Artemis SLS Block 1 rocket ARTEMIS SLS // GNC
Pixel-art Arch Linux with Pacman bar ARCH LINUX x86_64
Pixel-art Linux Tux kernel mascot LINUX KERNEL
03 // RESEARCH FORUM & DISPATCHES

Technical Notes, Proofs & Architecture Threads

05 // THREADS
RSS
04 // FIRST-PRINCIPLES ARCHIVE

Selected Systems & Neural Implementations

INDEX :: 01—08
COPIED :: carlitosyt529@gmail.com