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HOUSE 1 — ABOUT ME

About me

Jorge Cardete

Hi! I'm Jorge. I like building things, understanding how they work and learning along the way. This is where I gather projects, ideas and learnings on the blog, along with some of the startups I’m working on.

I started writing almost as a way to organise what I was learning. Over time I realised that, when you want to understand a subject really well, one of the best ways is to try to explain it to others. 👨‍🏫

I currently work as a Growth Engineer at Bit2Me. After many years of writing code, I want to get better at the other half of the game: distribution.

In my free time I enjoy sports, travelling and playing chess. Right now I’m training to run the Barcelona Marathon 🏃

Go to About me
HOUSE 2 — BLOG

Blog

Computer visionConvolutional Neural Networks: A Comprehensive Guide
Machine learningBackpropagation
Machine learningRust — A New Titan in Data Science
Computer visionConvNeXt: In Search of the Last Convolutional Layer
Machine learningGentle introduction to State Space Models
Computer visionYOLO (You Only Look Once): A brief introduction
Computer visionThe Art and Science of Interpolation
ProgrammingBuilding a Twitter bot with MySQL, OpenAI and arXiv API
ProgrammingBuilding a parking space detector with Computer Vision [Part 2]
Computer visionBuilding a parking space detector with Computer Vision [Part 1]
Computer visionBut what was before Convolutional Neural Networks? | Part 2
Computer visionBut what was before Convolutional Neural Networks? | Part 1
AIThe METEOR Metric — An NLP Classic
Machine learningSequential vs Functional vs Subclassing API in Tensorflow
ProgrammingBuild your first Python GUI with Tkinter
Machine learningTeacher Forcing in Machine Learning
ProgrammingHow to create your dataset with web-scraping
ProgrammingBut why Python is so slow?
Computer visionBut how are images created?
Machine learningExplainable AI: A new ally in the fight against cancer
AIIsaac Asimov and the Three Laws of Robotics
AIThe Turing test
Machine learningRevolutionizing Data Clustering: KwikBucks Algorithm
AIReinforcement Learning From Human Feedback (RLHF)
AIPaper review: Constitutional AI Harmlessness from AI Feedback
AIBeyond BLEU Score
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HOUSE 3 — PROJECTS

Projects

  • Personal portfolio

    This site: a portfolio and blog built with Astro and Markdown content, custom pixel-art icons and a playable map to explore it.

    astrotypescriptpixel-art

  • X-Ray · HackSpain

    Embat challenge: a 0–100 financial health score for SMEs built from their treasury data, with a 3-month forecast, alerts and a scenario simulator.

    hackathonfintechlightgbm
    Demo Code

  • Colosseum

    Top 10 at the Colosseum Solana hackathon with xFractal, a trading platform powered by AI agents.

    hackathonsolanaai-agentsrust
    Video

  • Home Improvement Scraper

    Real-time price comparison API across Leroy Merlin, BricoDepot and Bauhaus, with distributed workers and caching.

    rustterraformrabbitmq
    Code

  • Cell Vision

    Detection and classification of peripheral blood cells: OpenCV segmentation and a fine-tuned ConvNeXt (98.5% accuracy), served in a Flask app.

    computer-visionpytorchopencv
    Code Model Article

  • Parking Detector

    Detects free parking spaces from video with a TensorFlow CNN, deployed with Docker and Azure.

    computer-visiontensorflowdockerc++
    Code Article Deployment

  • Telegram Ops Bot

    Telegram bot to run The Deep Hub: it finds writers on Medium, handles email submissions and generates social posts with AI, each task in its own container.

    automationdockertelegramopenai
    Code Social API
  • Coming soon

    Every System Is Broken

    A perpetual futures trading system powered by Hyperliquid.

    perpshyperliquidtrading
  • Coming soon

    Gather Simulator

    A simulated Gather for entrepreneurs.

    simulationstartups
Go to Projects
HOUSE 4 — STARTUPS

Startups

Things I founded or helped build from day one.

  • Grupo Cardete Ventures

    Co-founder & CTO

    24/7 urgent roadside assistance and express delivery in Madrid and Barcelona, in under 30 minutes. I run the technology.

    grupocardeteventures.es
    G

  • Zapic

    Co-founder

    AI agents that run a brand’s social media as if they were part of the team. Marketing that sounds like you.

    zapic.ai
    Z

  • Fractal

    Founding engineer & AI engineer

    A network of specialised agents on Solana that analyse the market in real time and turn it into trading decisions.

    xfractal.com
    F

  • The Deep Hub

    Founder

    A technical Medium publication on data science and machine learning, with 570+ articles from around 100 authors.

    thedeephub.com
    T
Go to Startups
HOUSE 5 — ACADEMIC

Academic

Peer-reviewed publications I've co-authored.

  1. Leukemia·Nature Portfolio

    How well do different chatbots respond to multiple myeloma treatment guidelines?

    Edwin Uriel Suárez, Fabio Torres-Saavedra, Amalia Domingo-González, Jorge Cardete, Pilar Llamas-Sillero

    Read paper ↗DOI 10.1038/s41375-025-02604-8

More coming soon.

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