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rafev/README.md

Hello👋, and welcome to my personal repository!!

I am Rafael Valentin, a Senior Data Scientist presently working in the biotech space. This GitHub has an assortment of different projects to showcase my data science skillset across various domains in Indestry and Academia.


Linkedin

Repository organization

As stated above, I have a broad range of experiences from either academic research, industry projects, or personal projects.

My personal NLP project(s) can be found in my NLP repo list
My Computer Vision projects can be found in my Computer Vision list
My Analytical workups across verious domains can be found in my Analytical workups list
All helper functions I have developed for various analytical or visualization tasks are in my Helper functions list

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  1. Anime_Character_Image_classifier Anime_Character_Image_classifier Public

    Custom Pytorch CNN model to classify Anime images into one of four classes.

    Jupyter Notebook 1

  2. Waste_vs_Recyclable Waste_vs_Recyclable Public

    Transfer learning and pre-trained model fine-tuning to classify images as either recyclable or organic waste

    Jupyter Notebook 1

  3. Gradio_pdf.RAG_utility Gradio_pdf.RAG_utility Public

    This script will generate a simple Retrieval-Augmented Generation (RAG) web application for single pdf documents via Gradio.

    Python 1

  4. Modular_ML_functions Modular_ML_functions Public

    This repo contains a set of ML functions to assess performance of different combinations of hierarchically clustered features.

    R 1

  5. VITACOG_Homocysteine_Associations VITACOG_Homocysteine_Associations Public

    Full experimental workup used for the VITACOG tHcy manuscript

    R 1