root@murad
1784600583
● CONNECTED — ssh pablo@muradtty1 · 80×24

PABLO
MURAD — Data Scientist & HackerPABLO
MURADPABLO
MURADPABLO
MURADPABLO
MURADPABLO
MURAD

boot: OK · kernel 6.6.6-murad · entropy: high · GPUs: warm
DATA SCIENTIST / HACKER · sometimes films · MINAS GERAIS, BR
$ sudo make me_a_universe
↓ SCROLL — process is running
EPOCH — 1784600583
DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. · DATA SCIENTIST · HACKER · GRADIENT DESCENT · rm -rf /sleep · SIGNAL / NOISE · 0x00FF00 · SOMETIMES FILMS · TRAIN. EVAL. REPEAT. ·
# ──── /proc/origin
[PID 001]

ORIGIN

FILE: ~/.bio
SIZE: 2.1KB
MOD: 2026.07.20

Born 1987 in Soledade de Minas, Brazil. Dismantled household electronics before he could explain why. First machine: a Pentium MMX in '97 — writing Delphi on Windows 95. Mentored into Python 2.0 by an ex-Microsoft engineer in the early 2000s; never let go of the language since.

Trained as a lawyer. Graduated top of class. Never practiced — walked away, traveled the world for a year, learned Russian, came back different. Co-founded Portal IDEA with his mother, a retired educator: a de-bureaucratized education platform now ranked among the top 10 worldwide in its sector.

$ locale — pt_BR · en_US · fr_FR · ru_RU · zh_CN (loading...)

# still asking the same question: how do things work?

# ──── /proc/work
[PID 002]
THE WORK
STREAM · 001 / MATRIX
STREAM · 002 / TRAIN.LOG
STREAM · 003 / HISTOGRAM
λ = 0.0031 · μ = 24.00 · σ = 0.42
DATASET: LIFE (n=∞)
STREAM · 004 / htop
PIDCMDCPU%MEM
1337dream_engine2.1
2048loss_watcher72.3
3141frame_leech95.4
4096entropy_daemon84.5
5150grad_descend28.4
6667signal_sniffer49.1
8086latent_cache85.4
load: 4.20 3.14 2.72 · tasks: 137 · zombies: 3
EXPERIMENTS AS CONFUSION MATRIX — HOVER TO REVEAL
01
portal_idea
edtech / co-founder
top-10 worldwide
02
scanhealth
python / async BFS
site auditor → PDF
03
black_cat
copyparty
invite-only community
04
murad.chat
fediverse
federated social VPS
05
nyx
unraid / 5800X
home lab
06
skullserver
debian VPS
hardened · self-hosted
07
ersatz_tv
ffmpeg → owncast
24/7 linear channel
08
pablo.tube
peertube
video, no federation
09
delphi.exe
win95 / 1997
first programs ★
# ──── /var/www/badges (est. 1997)
GitHub — runawaydevilCodeberg — runawaydevilSourceHut — ~runawaydevilEssays — ensaios.orgMastodon — @runawaydevilLetterboxd — RunawaydevilKeyoxide — verify meTelegram — @runawaydevilKeybase — runawaydevilFlickr — pablomubrunv.club
Under construction
Best viewed at 800x600
ASCII cat
Dark mode
Amiga
Crazy Frog
Badges from cyber.dabamos.de/88x31
this page best experienced at 800×600 · buttons rescued from the old web
# ──── /proc/lab
[PID 003]
THE
LAB
Experiments in flight. Networks overfitting on private archives. Scripts mistaking the shutter for a loss function. The process is the artifact.
  • 001scraping the family archive
  • 0021-bit dithering pipeline for scanned film
  • 003llm-assisted screenplay parser
  • 004confusion matrix as storyboard
  • 005audio synthesis via gradient descent
jupyter / murad@gpu-01
In [24]: import torch, pandas as pd
In [25]: df = pd.read_parquet("./archive.parquet")
In [26]: model = HardCut.from_pretrained("murad/base")
In [27]: model.fit(
    ...:   df, epochs=∞, lr=3e-4,
    ...:   loss="silence", grad_clip=1.0
    ...: )
epoch 001  loss=0.9124  val=0.8801  · warming up
epoch 042  loss=0.2841  val=0.3120  · overfitting nicely
epoch 137  loss=0.0417  val=0.0402  · the face gives in
epoch 240  loss=0.0031  val=0.0029  · ^C — enough.
$python train.py --resume
SEGFAULT (core dumped)
PID 666 · SIGKILL
trap: 0x0B · addr 0xDEADBEEF
# ──── /dev/panic
KERNEL PANIC
UNRECOVERABLE STATE. THE PROCESS WILL RESTART. THE DATASET WILL NOT FORGET.
Dancing Baby
PID 1996 · oogachaka.exe · still running
> rm -rf /doubt
> the dataset remembers you
> sudo dream
> grep meaning /dev/noise
> while true: render()
> 127.0.0.1 is where the heart is
> segfault at 0xDEADBEEF
> kill -9 sleep
DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  DATA SCIENTIST  ·  HACKER  ·  GRADIENT DESCENT  ·  rm -rf /sleep  ·  SIGNAL / NOISE  ·  0x00FF00  ·  SOMETIMES FILMS  ·  TRAIN. EVAL. REPEAT.  ·  
# ──── /proc/contact
[PID 004]
CONTACT
zsh — 80×24 — pablo@murad
Last login: Mon Jul 20 2026 from 127.0.0.1

pablo@murad:~$ cat /etc/motd
  __  __ _   _ ____      _    ____
 |  \/  | | | |  _ \    / \  |  _ \
 | |\/| | | | | |_) |  / _ \ | | | |
 | |  | | |_| |  _ <  / ___ \| |_| |
 |_|  |_|\___/|_| \_\/_/   \_\____/

 > you are inside a machine that dreams.
 > train. eval. repeat.

pablo@murad:~$ whoami
pablo — data scientist / hacker (sometimes films)

pablo@murad:~$ gpg --fingerprint pablo
pub   ed25519 2024-03-11 [SC]
7C3A 051F 5EA9 9005 FC13  7882 4E7F 9C51 4F1D AC87
uid           Pablo Murad <pmurad@pablomurad.com>
# verify me. trust math, not vibes.
pablo@murad:~$
END OF PROCESS — DAEMON WILL RESPAWN
developed by MURAD CORP © 2026 · epoch 1784600583