Journal
I like to journal while coding. It helps organize ideas and keep track of progress. Also a great tool for remembering context when switching between projects. Here is a collection of some of those entries.
Entries
Raspberry Pi Dns
My experience setting up a Raspberry Pi as a DNS server on my local network using Pi-Hole.
Algo Trading Bot
A brief overview of how I created a live trading bot, and what I learned from the process.
Daily Linear Classifier
Playing with a simple linear classification model that tries to predict a stock move to the up or downside.
Sqlx For Sqlite
Combining the benefits of SQLite with the speed of Rust by using the sqlx crate.
Claude Prompting Guide
A detailed prompting guide for Anthropic's Claude LLM.
Alpaca Rust Sdk
Designing an open source library is fun and rewarding. Well designed software is not an accident. Here are some notes on my decisions.
Aws Certificate Manager
A short description of the process for serving a Docker container over HTTPS on AWS
Clap Cli Tool
A brief overview of how I used Clap to build a simple CRUD interface for my Turso db
Titanic Binary Classification
My first try at creating a neural network from scrath and trying to get a decent score on the Kaggle dataset for the Titanic
Image Classifier
Based on the practical deep learning for coders course, this is the image classification project
Patent Classifier
Another attempt at training a Transformer based model on patent data. Used the Burn crate again, but this time leveraging it's training tools
Language Classifier
Tried to train a model to classify tabular patent data with a Transformer nn. Used the Burn crate instead of candle
Digit Classifier
The classic MNIST dataset ml project. I used the candle crate and the help of Kaggle notebooks for this
Aws Elastic Container Service
Creating and deploying a container cluster, task, and service on AWS
Aws Elastic Container Registry
AWS elastic container registry is a service that allows you to manage docker containers in the cloud. This is a basic cli guide
Aws Cli Auth
Qiuck setup up for AWS cli
Shuttle Portfolio
How I used shuttle, a tool for deploying rust apps, to make my current portfolio
Https Nginx Certbot
Notes on various methods needed to set up a network and domain on nginx. Covers the process for getting HTTPS to work using certbot
Css Svgs Basics
An exploration on some of the shape drawing components in an SVG
Docker Vite
This is the basic configuration for a containerized Vite application served through nginx
