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migueldiazacevedo/README.md

Ayoo, friends! 👋
Hope you're doing well 😌

A bit about me:

  • 🧠 Data Scientist with a Neuroscience Background: My focus these days is transforming data into actionable insights, full stop. For over ten years, I pursued neuroscience in academic settings. I still love neuroscience and hope to contribute to the field through my life's work. That said, I'm a data scientist who wants to rigorously follow analyses wherever they logically go. I want to find meaning in the mess and generate predictive models, domain-agnostic. Let's grow our collective knowledge through data!

  • 🔭 Current Focus: Deepening my knowledge of machine learning and diving into deep learning techniques. Currently focused on: PyTorch, Language AI, and Computer Vision

  • 🌱 Learning Goals: Expanding my expertise in areas like neural networks, computer vision, RNNs/NLP/transformers, and model interpretability.

  • 💬 Let's Chat About: Machine learning, statistics, Python, neuroscience, or anything data-related.

  • 🛠 Some Tools I like to use:
    Python Matplotlib NumPy Pandas scikit-learn PyTorch SciPy FastAPI Google Cloud MySQL Postgres SQLite Jupyter Notebook PyCharm Visual Studio Code R RStudio

    and a bunch of others!

  • 📫 Contact Me: email or LinkedIn

  • ⚡ Fun fact - I am an investor in a coffee shop and roasting company in Brooklyn, NYC ☕. Always up for coffee and data talk!

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  1. retail_lending_risk retail_lending_risk Public

    Machine Learning-based Risk Assessment for Retail Lenders -- Proof of Concept using Home Credit Data

    Jupyter Notebook 1

  2. stroke_risk_prediction stroke_risk_prediction Public

    Predictive modeling of stroke events

    Jupyter Notebook 1

  3. travel_insurance_prediction travel_insurance_prediction Public

    Model data regarding travel insurance purchases

    Jupyter Notebook 1

  4. podcast_reviews podcast_reviews Public

    Analyze data from SQLite database of Podcast Reviews

    Jupyter Notebook 1

  5. mental_health_tech_survey mental_health_tech_survey Public

    Use SQL and Pandas to query mental health in tech surveys from 2014-2019

    Jupyter Notebook 1

  6. mushroom_classifier mushroom_classifier Public

    Deep learning PyTorch model for classifying mushroom species from images by leveraging transfer learning techniques

    Jupyter Notebook 1