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2 followers · 3 following

Achievements

Achievement: Pull Sharkx3Achievement: StarstruckAchievement: QuickdrawAchievement: YOLOAchievement: Pair Extraordinaire

Achievements

Achievement: Pull Sharkx3Achievement: StarstruckAchievement: QuickdrawAchievement: YOLOAchievement: Pair Extraordinaire

Organizations

@deliveryhero @Glovo

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mikemayuare/README.md

👋

╔══════════════════════════════════════════════════════════════╗
║  import pandas as pd  •  from sklearn import everything      ║
║  data = curiosity.load()  •  insights = model.fit(world)     ║
╚══════════════════════════════════════════════════════════════╝

Miguelangel Leon Mayuare

@mikemayuare · Data Scientist

Turning noise into signal, one model at a time.

LinkedIn GitHub

> whoami

profile = {
    "name"     : "Miguelangel Leon Mayuare",
    "alias"    : "mikemayuare",
    "role"     : "Data Scientist",
    "location" : "Spain 🇪🇸",
    "company"  : "Glovo",
    "passion"  : ["ML/DL", "NLP", "Cheminformatics", "Computer Vision"],
    "status"   : "always_learning = True"
}

🧠 Tech Stack

Languages & Core

Python SQL Bash

Data & ML

Pandas Polars NumPy Scikit-Learn TensorFlow PyTorch HuggingFace BigQuery

Visualization & Tools

Plotly Jupyter MLflow Docker Git Kubeflow

🚀 Featured Projects

🧪 ApeTokenizer

Tokenizer for chemical SMILES & SELFIES representations for use in transformer models.

Python NLP Cheminformatics Transformers

⭐ 26 stars · 🍴 4 forks

Nature HuggingFace

🧬 Colorectal Cancer Prediction

End-to-end MLOps pipeline for colorectal cancer survival prediction — Optuna tuning, MLflow tracking, Flask UI, Docker & Kubeflow orchestration.

Python MLOps Scikit-Learn Flask Docker Kubeflow

MLflow Kubeflow

🏨 Hotel Reservation Prediction

End-to-end ML pipeline deployable on the cloud with CI/CD integration.

Python MLOps Cloud Scikit-Learn

🦋 Moths Classifier

TensorFlow multiclass classifier for identifying different moth species from images.

Python TensorFlow Computer Vision Deep Learning

📝 Text Summarizer

Transformer-based text summarization model built from scratch.

Python NLP Transformers Jupyter

🎮 Pokémon Dashboard

Interactive dashboard to visualize Pokémon stats up to Generation 7.

Python Data Visualization Dashboard

🐼 Curso de Pandas

Notebooks used in my YouTube Pandas course — learning by doing.

Python Pandas Tutorial Jupyter

🌐 Find Me

LinkedIn GitHub

while alive:
    eat()
    sleep()
    code()
    repeat()

📍 Spain · 💼 Open to collaborations · 🔬 Always experimenting

Pinned Loading

  1. hotel-res-prediction hotel-res-prediction Public

    End to End model that can be deployed on the cloud for CI/CD

    Python

  2. apetokenizer apetokenizer Public

    Tokenizer for chemnical SMILES and SELFIES for use in transformers models.

    Python 26 4

  3. colorectal-cancer-prediction colorectal-cancer-prediction Public

    ML Pipeline for Colorectal Cancer Survival Prediction

    Python

  4. curso_de_pandas curso_de_pandas Public

    Este repo es para los notebooks que voy usando en el curso en YouTube

    Jupyter Notebook

  5. moths_classifier moths_classifier Public

    TensorFlow multiclass Classifier for different moths species

    Jupyter Notebook

  6. pokemon_dashboard pokemon_dashboard Public

    Dashboard to visualize statitics of the pokemon up to the 7th generation

    Python