Data Science Portfolio
Describes all my data science experience, with links to individual projects.
Data Science
How To Locally Run Stable Difussion (Similar to Midjourney + DALLE-2)
Including using Docker and a GPU
Generating Images Using Diffusion Models (Similar To DALL-E 2)
Learn how to self host your very own Diffusion Model to generate images
Tmux
I discuss some simple usages of the program Tmux, which I believe is the greatest productivity hack a Software Engineer or Data Scientist can learn
Metaflow Open Source Contribution
Implemented feature parity of AWS Cloud Formation stack using Terraform
Deep Learning with PyTorch: Optimizers
A simple introduction to PyTorch optimizers
Tidy Tuesday
Why I love Tidy Tuesday
Deep Learning with PyTorch: Autograd
A simple introduction to how PyTorch automatically computes the gradients of your loss functions
Deep Learning with PyTorch: Parameter Estimation
Demonstrates simple parameter estimation
Data Science From Scratch To Production MVP Style: Deploy To AWS Lambda
How to deploy a model to AWS Lambda