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Hi, I'm Sophia Lawal; I am a graduate student of Data Analytics with a research interest in deep learning model compression and sparse networks. I am passionate about designing and building scalable data-centric solutions. I am open to having a discourse on Artificial Intelligence, emerging technologies, and a lot more;

Tech Stack

Python HTML5 Markdown Flask Jinja Django DjangoREST MySQL Postgres SQLite MongoDB NumPy Pandas SciPy Matplotlib Apache Spark Apache Kafka Apache Airflow scikit-learn Keras TensorFlow PyTorch LaTeX Git Jupyter Notebook Heroku AWS Github Pages

Sophia Lawal's Projects

blossomapp icon blossomapp

This repository contains the final project for the Udacity Nano Degree program in AI programming with Python.

hanoitower icon hanoitower

Python implementation of the classic Tower of Hanoi puzzle

nanodegree_ml icon nanodegree_ml

Udacity Introduction to Machine Learning Nanodegree Program

simkd icon simkd

[CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".

soft-mixture-of-experts icon soft-mixture-of-experts

PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)

soft-moe icon soft-moe

PyTorch implementation of "From Sparse to Soft Mixtures of Experts"

sophia_lawal icon sophia_lawal

@Sophia's personal website. Powered by Hugo and Github Action

udlbook icon udlbook

Understanding Deep Learning - Simon J.D. Prince

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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