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faithvillarr/README.md

Hi there! 🤗 I'm Faith Villarreal.

Artist: mouun._.factory

$$ \color{#99b46d}{•┈୨♡୧┈• Software\ Engineer.\ Machine\ Learning\ Scientist. •┈୨♡୧┈•} $$

About Me 🤓👈🏽

  • B.S. Computer Science @ New York Univeristy
  • Minoring in 🏺Philosophy
  • Obsessed with fashion and mathematics (especially when it comes to ML)
  • Interested in a career in machine learning, software development, and quantitative development

💌 My Favorite Technologies

Python
Python
Golang
C++
Jsonnet
PyTorch
Jsonnet
MongoDB
Jsonnet
TypeScript
Jsonnet
TensorFlow
Jsonnet
Jupyter Notebook
Jsonnet
Notion

🍓Current Coursework

Subject Description
Natural Language Processing Using linguistics to make conclusions about textual data.
Philosophy of the Mind Determining intelligence in digital computers.
Independent Study: Generative ML Models Understanding the mathematics and mechanics behind modern models.

🍄Recent Projects

Project Description
🌺 Fashion Faerie My dream application since I was a kid. Using Pintrest, we created a personal stylist who takes inspiration from your favorite Pintrest baord and creates an outfit based on your closet.
🌸 Stable Diffusion from Scratch To learn exactly how the diffusion process works, I built a stable diffusion model using just TensorFlow and OpenAI's CLIP model for word embeddings.
🌼 Teddy Care A full stack web application to help health providers organize thier patient data and use wearble data to spot worrying trends in patient health.

Pinned Loading

  1. stable-diffusion-from-scratch stable-diffusion-from-scratch Public

    Creating a stable diffusion model with just PyTorch and the CLIP text encoder.

    Python

  2. Word2Vec-From-Scratch-Shakespeare Word2Vec-From-Scratch-Shakespeare Public

    Creating a word2vec model trained on all of Shakespeare.

    Jupyter Notebook

  3. sr-site sr-site Public

    HTML

  4. ML-Final-Project-Spotify-Skip-Predication ML-Final-Project-Spotify-Skip-Predication Public

    A model predicting whether a user will skip a song. Used Spotify Skip-Prediction dataset. Achieved 94% accuracy.

    Jupyter Notebook

  5. TeddyCare TeddyCare Public

    Forked from vercel/ai-chatbot

    HackMIT '24. A full-stack application displaying data from patient's wearable devices. (Not finished.)

    TypeScript 2 4

  6. DivHack-FairyGodmother DivHack-FairyGodmother Public

    DivHacks '24. A full-stack application to provide recommend outfits based on a Pinterest board.

    Python 1