I'm Tony Edvalson,
a user-oriented software engineer specializing in ML & data engineering.

Manifork is an in-development platform for exploring the world of finance without the risk of losing real money. Users can bet, trade, and profit in a fully simulated economy.

I'm one of the lead contributors to the project, doing full stack development and directing the product.

Apollo uses ML and signal processing techniques to generate music. It utilizes variational autoencoders, customized ResNet blocks, and specialized loss functions to generate music within a latent representation.

Bolt is a coding assistant that allows users to develop websites in plain English. It can edit, correct errors, and implement complex interactions from scratch, like modals, shopping carts, and checkout functionality.

My favorite part about it is a system for optimizing text in the LLM's context. Since the amount of code is much larger than the context size, I developed a system of iterative summarization based on information theory. Files less relevant to the current task are compressed so it can maximize the information available. Then a bin packing system figures out which summarized versions should be used to maximize the information available to the LLM.

Owl is a programming language I made. It's an interpreted language with a many powerful features that are designed to make code that is surprisingly clean and compact.

A past version of this site was hosted on a server written entirely in Owl, but since it's not a standard language, the hosting was too expensive to maintain :'(

In this project I visualized the relatedness of subreddits by analyzing the comments and posts of users. I used D3.js to create a force-directed graph that showed the connections between related subreddits.

I built a fully compliant processor in the video game Factorio that can execute MIPS assembly at a blazing 2 instructions per second. I was able to execute arbitrary C programs on the processor by writing a script that converted C to MIPS assembly, and automatically wrote the assembly to the computer's memory.

MCAlloy is a tool that allows python code to be executed in Mincraft using datapacks. A simple python interpreter is able to execute arbitrary python scripts, making it much easier to write complex commands in Minecraft.