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Welcome to my Github!

I apply machine learning and deep learning tools to extract value from the increasingly data-driven world. With a concrete foundation in scientific research and cultural experiences from 3 continents, I can promise to bring unique perspectives and solutions to arising problems.

Tools and platforms in which I am proficient at:

Python     Jupyter notebook Jupyter notebook     NumPy     pandas pandas     Fast.ai API     TensorFlow     SQLite SQLite   GitHub     GitHub

For personal and job opportunity inquiries, feel free to reach out through any of the means below:

                 

Fun fact: even though I have caffeine intolerance and cannot drink coffee, I am a certified barista!

Tom Pham's Projects

clothe-classifier icon clothe-classifier

This fastai-based model distinguished between pants, shirt, dress, and socks

diffuser icon diffuser

Works and resources related to image generation via diffusers

diffusers-interpret icon diffusers-interpret

Model explainability for 🤗 Diffusers. Get explanations for your generated images.

fastai icon fastai

The fastai deep learning library

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

kaggle-machine-learning icon kaggle-machine-learning

This repository contains excercises and instructional materials from Kaggle's machine learning courses

learningpython icon learningpython

This repository contains excercises and instructional materials from my python learning journey

tds_black_box_models_more_explainable icon tds_black_box_models_more_explainable

Jupyter Notebook used for writing the article "Black-Box models are actually more explainable than a Logistic Regression" published in Towards Data Science: https://towardsdatascience.com/black-box-models-are-actually-more-explainable-than-a-logistic-regression-f263c22795d

tfx icon tfx

TFX is an end-to-end platform for deploying production ML pipelines

wizard-scoring-sheet icon wizard-scoring-sheet

This repository contains the automatic scoring excel sheet for a card game called Wizard

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