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Achievement: YOLO

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afuckingco/README.md

ORCID iD icon https://orcid.org/0009-0002-1750-9551 

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┌──(test㉿afuckingco)-[~]
└─$ whoami

I am afuckingco — a single mind operating across multiple disciplines. I write security tools by day, train neural networks by afternoon, and produce music, design fashion, and build art by night. Everything I create is an extension of the same curiosity: to understand systems, break them, rebuild them, and make them beautiful.

Status Progress Mode

Programming Languages

Python TypeScript JavaScript Rust Bash SQL

Machine Learning & AI

PyTorch TensorFlow scikit-learn OpenCV Pandas NumPy Hugging Face Jupyter

Cyber Security

Kali Linux Nmap Burp Suite Wireshark Metasploit OWASP ZAP

DevOps & Cloud

Docker Kubernetes Git GitHub GitHub Actions Linux

Databases

PostgreSQL Redis MongoDB

Web Development

Next.js React Tailwind CSS Node.js HTML5 CSS3

Development Tools

Neovim VS Code Ghostty zsh

┌──(test㉿afuckingco)-[~]
└─$ htop --skills
Languages      : Python (95%), TypeScript (90%), Rust (70%), Bash (85%)
AI / ML        : PyTorch (90%), TensorFlow (85%), OpenCV (80%), Pandas (95%)
Security       : Kali Linux (90%), Nmap (85%), Burp Suite (80%), OWASP (80%)
DevOps / Tools : Docker (90%), Linux (95%), Git (90%), PostgreSQL (80%)
Creative       : Manual Techniques (95%)

🔵 SignBridge AI | Computer Vision + Real-time Translation

[Pipeline] Frame Input → MediaPipe Landmarks → LSTM Classifier → BISINDO Text
Accuracy: 92.4% | Latency: 45ms | Status: RUNNING

Indonesian Sign Language (BISINDO) real-time translator powered by computer vision & deep learning.

┌──(test㉿afuckingco)-[~]
└─$ ls -la /projects

📊 Quick Stats

Total Repositories : 25
Active Projects    : 17
Tools Published    : 6
Thesis Research    : 4
ML/Data Science    : 6
Security Reviews   : 4

⭐ Featured Projects (Core)

Project Description Status
inji-cho 隠寺手帖 — Hidden shrine catalog with real-time mapping Phase 2: Active
thesis-inertia-lstm-reset Adaptive LSTM for stress prediction (concept drift handling) Core Research
signbridge-ai BISINDO real-time translator (92.4% accuracy) Published ✅
pilgrims-v17 Ultimate security framework (20 modules, 53 features) Production
pahchinsan-developer Pahchin Dev studio portfolio & toolkit Active

Concept drift adaptation in LSTM models — periodic partial reset approach

Repo Status Stack Priority
thesis-inertia-lstm-reset
optimasi-manajemen-itb-stikom-bali
energy-reset-lstm
stock-reset-lstm

🛠️ Security Tools

CLI tools & linters for vulnerability detection & hardening

Repo Status Stack Priority
pilgrims-v17
sift
secradar
dockguard
link-cleaner
code-audit-toolkit

🔒 Security Work & Pentesting

Academic penetration testing & security reviews (responsible disclosure)

Repo Status Type Priority
dvwa-portfolio Portfolio
unud-web-security-review Pentest Report
warmadewa-web-security-review Security Review
sion-stikom-security-review Security Review

🤖 Machine Learning & Data Science

End-to-end ML pipelines, computer vision, time-series forecasting

Repo Status Stack Use Case
signbridge-ai BISINDO Translator (Real-time)
fraud-detection XGBoost + Streamlit Dashboard
bali-tourism-mlops Tourism Arrival Forecasting
kopikita Café Analytics & RFM Segmentation
air-quality-gru-reset PM2.5 Prediction with Reset
sentiment-streaming Real-time Sentiment Stream Sim

🌐 Web Applications

Full-stack applications & web studios

Repo Status Stack Purpose
inji-cho Hidden Shrine Catalog (Phase 2)
margiela-web-studio UMKM Studio Site
tokokita Security-Hardened Online Shop

💼 Portfolio & Brand

Professional identity & documentation

Repo Status Purpose
pahchinsan-developer Pahchin Dev Studio Site
afuckingco Profile README & Documentation 
┌──(test㉿afuckingco)-[~]
└─$ afuckingco --list-expressions
  MODE                    STATE      DESCRIPTION
  ─────────────────────────────────────────────────────────────────
  security-research       ACTIVE     Vulnerability analysis, tooling, cryptography
  machine-learning        ACTIVE     PyTorch, adaptive systems, computer vision
  .............           ACTIVE     Contemporary art & visual research
  .................       ACTIVE     Independent audio releases (vinyl, cassette, CD)
  ...........             ACTIVE     Music production, composition, sound design
  ..........              IDLE       Line art & illustration

Every mode is a different expression of the same mind. Not separate studios or labels — just me, working across mediums.

┌──(test㉿afuckingco)-[~]
└─$ cat status.log
Security Research      ████████████████████  ACTIVE
Machine Learning       ████████████████████  ACTIVE
Open Source            ██████████████████░░  ACTIVE
Art & Music            ████████████████████  ACTIVE
Coffee                 ████████████████████  REQUIRED
Sleep                  ██░░░░░░░░░░░░░░░░░░  UNKNOWN

┌──(test㉿afuckingco)-[~]
└─$ connect --socials
┌──(test㉿afuckingco)-[~]
└─$ echo $MISSION
I am not multiple people. I am one person with many languages.
Code is my logic. Security is my discipline. AI is my curiosity.
Music is my emotion. Art is my question. Design is my answer.

Everything I build — from a Dockerfile linter to a vinyl release —
is the same act: making sense of the world, one system at a time.

Think. Research. Design. Build. Secure. Automate. Share. Repeat.

🏷️ Repository Organization & Labeling

All repositories are tagged with the following system:

Category Labels:

  • category:thesis — Thesis/skripsi research projects
  • category:security-tool — Security tools & linters
  • category:security-work — Penetration testing & reviews
  • category:ml-data-science — Machine learning & data science
  • category:web-app — Web applications
  • category:portfolio — Portfolio & documentation

Status Labels:

  • status:active — Actively maintained
  • status:paused — On hold, not abandoned
  • status:published — Released/published
  • status:archived — No longer maintained (archived, not deleted)

Full label guide available in github-labels-template.md

📦 Archived / Paused Projects

Projects that are no longer actively maintained but preserved for reference:

Repo Reason Status
margiela-web-studio UMKM client work (paused)
tokokita Portfolio piece (paused)
sentiment-streaming Learning artifact (moved to production ML)

Note: Nothing is deleted. Paused projects can be resumed. Check status:* labels for current maintenance.

🤝 Collaboration & Contact

Interested in:

  • Security research, vulnerability assessment, tool development
  • ML/AI projects — computer vision, NLP, time-series forecasting
  • Open-source contributions for Indonesian tech communities
  • Academic partnerships & thesis collaboration

Connect with me:

┌──(test㉿afuckingco)-[~]
└─$ echo $MISSION
I am not multiple people. I am one person with many languages.
Code is my logic. Security is my discipline. AI is my curiosity.
Music is my emotion. Art is my question. Design is my answer.

Everything I build — from a Dockerfile linter to a vinyl release —
is the same act: making sense of the world, one system at a time.

Think. Research. Design. Build. Secure. Automate. Share. Repeat.

┌──(test㉿afuckingco)-[~]
└─$ exit

> *Connection closed. Build something useful.*

Pinned Loading

  1. thesis-inertia-lstm-reset thesis-inertia-lstm-reset Public

    This repository implements periodic partial reset on LSTM to improve adaptation to sudden concept drift in time‑series stress prediction. Inspired by Newton’s law of inertia and psychological inert…

    Python

  2. signbridge-ai signbridge-ai Public

    Rilis pertama SignBridge AI — sistem penerjemah bahasa isyarat Indonesia (BISINDO) secara real-time menggunakan computer vision dan kecerdasan buatan.

    Python

  3. inji-cho inji-cho Public

    隠寺手帖 (Inji-cho) — Hidden Shrine Catalog. Vanilla JS + Leaflet + Vite. Phase 1 complete.

    JavaScript

  4. margiela-web-studio margiela-web-studio Public

    PahchinSan Developer — Web, App, ML & Data Science Studio. Unified portfolio + studio toolkit. Astro + Tailwind + daisyUI.

    CSS

  5. pilgrims-v17 pilgrims-v17 Public

    PILGRIMS v17.0 - Ultimate Security Framework: 20 modules, 53 advanced features, modular architecture. For authorized pentest, bug bounty, and security research.

    Shell

  6. sift sift Public

    Ultra-fast, zero-dependency CLI security scanner for hardcoded secrets. Uses Shannon entropy detection to catch zero-day leaks. Single binary, <2.5MB, 100% Go stdlib.

    Go