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Computer Engineering Student · AI & ML Enthusiast · DJ & Producer as Ludok

Markina-Xemein, Basque Country

// about_me

Hi! I'm Luken Iriondo Bilbao, also known as iamLudok. I'm passionate about AI, privacy and building things on my own.

// interests

Linux Fedora
Nextcloud
Graphene OS
DJ & Producer

// languages

Euskera Native
Español Bilingual
English B2

// skills

AI & ML
Python Jupyter Anaconda LangChain Streamlit
Infrastructure & DevOps
Docker Docker Compose Azure SSH VMs Raspberry Pi Matomo Grafana
Cybersecurity
Wireshark Linux Bash
Web Dev
Git Spring HTML5 CSS3 JavaScript
Databases
Relational
MySQL PostgreSQL Oracle
NoSQL
MongoDB
Graph
Neo4j
Vector
ChromaDB FAISS Pinecone Qdrant

// views

Privacy & Data

Our data is one of our most valuable assets — yet we hand it over to corporations without a second thought. I believe in self-hosting, owning your infrastructure, and being conscious of what you store and how. Depending on others for your own data is a vulnerability, not a convenience.

AI Responsibility

AI is one of the most powerful tools we have right now — and that's exactly why we need to understand what we're building. Shipping code you don't understand to a client isn't a shortcut, it's a risk. If everyone builds things they can't explain, we're heading somewhere bad. Read the code. Know what it does.

// projects

Ludext

Self-hosted morning assistant running on a Raspberry Pi. Collects emails, calendar events, tasks and news from your own infrastructure, summarizes everything with a local AI model, and sends a Telegram digest before you start your day.

Python Raspberry Pi AI Self-hosted Telegram

AI Bookmarks

A curated collection of free and freemium AI tools — personally tested and recommended.

HTML CSS JS

Euskal Herriko Teknoa

Community platform for electronic music in the Basque Country. One place for all events, venues, vinyl shops, radio stations and DJ collectives from the local scene.

Community Music Basque Country

Music Genre Classifier

WIP

Automated music organization system that classifies and groups large song libraries by genre using ML and audio processing.

Python ML Audio

Music Visualizer Generator

WIP

Real-time visual generator for DJs and live performances, reacting to audio input.

Python Audio Video

Jai Alai Bot

WIP

AI chatbot with specialized knowledge about Jai Alai sport and culture.

Python NLP AI

Claude Code Template

WIP

Boilerplate template to accelerate development workflows with Claude Code.

Dev Tools Claude Code

Playlist Downloader

WIP

Batch download tool for SoundCloud and Spotify playlists via YouTube, outputting WAV files.

Python API SoundCloud Spotify

// challenges

Ikerlan CTF

CTF

My first CTF. Ended up going solo - tackled a bit of everything across categories. A good intro to the mindset.

Crypto Reversing Web Forensics Hardware Miscellaneous Operational Technology Machine Learning

HackUPC 2026

Hackathon

48h hackathon at Universitat Politècnica de Catalunya, Barcelona. Apr 24–26, 2026 - project TBD.

Barcelona 48h UPC

// studies_&_experience

Education

2026/09 – Soon

Master’s Degree on Artificial Intelligence

Mondragon University

Incoming — spot already reserved. Next step after finishing my Computer Engineering degree.

2022/09 – Present

Computer Engineering Degree

Mondragon University

Currently in my 4th year. Focused on databases, security and AI.

Experience

2025/09 – Present

Researcher

ULMA Handling Systems · Oñati

Bachelor's thesis. Development of a cognitive AI-powered search system.

2024/09 – 2025/07

Researcher

ULMA Handling Systems · Oñati

Built an LLM-based system allowing non-technical users to query databases and extract knowledge intuitively.

2023/10 – 2024/07

Project Assistant

ULMA Handling Systems · Oñati

Developed a logistics system to automate a pallet and container warehouse for an industrial client.