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.
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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
// skills
AI & LLMs
LLMs
RAG
VLMs
KG
MCP
Short-term / Long-term Memory
Frameworks & Tools
Python
LangChain
LangGraph
FastAPI
Streamlit
Docling
Azure AI Foundry
Evaluation & Observability
RAGAS
LLM-as-Judge
LangSmith
Langfuse
Data & Analysis
NumPy
Pandas
Matplotlib
Databases
Vector
ChromaDB
Qdrant
Graph
Neo4j
Relational
MySQL
PostgreSQL
Oracle
NoSQL
MongoDB
Infrastructure & DevOps
Docker
Azure
VMs
Raspberry Pi
Development
Java
Spring
HTML5
CSS3
JavaScript
LaTeX
Git
API
// 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
SKAI
HackathonAI travel companion that turns emotional intent into real, ranked flight options. Vibe-based matching across 11 dimensions, scored by compatibility, price, history, and novelty.
Jai Alai Bot
PrivateAI chatbot with specialized knowledge about Jai Alai sport and culture.
Music Genre Classifier
WIPAutomated music organization system that classifies and groups large song libraries by genre using ML and audio processing.
Music Visualizer Generator
WIPReal-time visual generator for DJs and live performances, reacting to audio input.
Claude Code Template
WIPBoilerplate template to accelerate development workflows with Claude Code.
Playlist Downloader
WIPBatch download tool for SoundCloud and Spotify playlists via YouTube, outputting WAV files.
Second Brain
WIPPersonal knowledge management system built with Obsidian and Claude Code. AI-assisted note-taking, linking, and retrieval.
GluT3ina
WIPPlatform focused on people with celiac disease, helping them find safe places to eat when travelling or dining out.
// challenges
Apr 2026
Hackathon
HackUPC 2026
Universitat Politècnica de Catalunya · Barcelona36h hackathon at Universitat Politècnica de Catalunya, Barcelona.
Apr 2026
CTF
TheGame — HackUPC CTF
HackUPC 2026 · BarcelonaCTF competition held during HackUPC 2026. Writeups for the challenges I solved.
2025
CTF
Ikerlan CTF
Ikerlan · Basque CountryMy first CTF. Ended up going solo - tackled a bit of everything across categories. A good intro to the mindset.
// your_turn
I've hidden 4 easter eggs somewhere on this page. Think you can find them all?
secret_challenges
0 / 750 pts
[ ]
EXPOSED
75 pts
"visit = consent"
[ ]
REDACTED
150 pts
"some words trigger reactions"
[ ]
SIGNAL
225 pts
"$ → ×2"
[ ]
TEMPO
300 pts
"4/4 in the pocket"
> gg. you found them all.
// studies_&_experience
Education
2026/09 – Soon
Master's Degree on Artificial Intelligence
Mondragon UniversityIncoming — spot already reserved. Next step after finishing my Computer Engineering degree.
2022/09 – Present
Computer Engineering Degree
Mondragon UniversityCurrently in my 4th year. Focused on databases, security and AI.
Experience
2025/09 – Present
Researcher
ULMA Handling Systems · OñatiBachelor's thesis. Development of a cognitive AI-powered search system.
2024/09 – 2025/07
Researcher
ULMA Handling Systems · OñatiBuilt an LLM-based system allowing non-technical users to query databases and extract knowledge intuitively.
2023/10 – 2024/07
Project Assistant
ULMA Handling Systems · OñatiDeveloped a logistics system to automate a pallet and container warehouse for an industrial client.
Events
Puertas Abiertas MU
Speaker at Mondragon University Open Day. Presenting PBL projects to prospective students and their families.
Puertas Abiertas MU
Speaker at Mondragon University Open Day. Presenting PBL projects to prospective students and their families.
Puertas Abiertas MU
Speaker at Mondragon University Open Day. Presenting PBL projects to prospective students and their families.
NetcoreConf
Talks on .NET, Azure, Kubernetes, AI, Data, Power Platform and everything related to the Microsoft ecosystem.
