Skip to content
View roest1's full-sized avatar

Block or report roest1

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
roest1/README.md

Riley Oest | ML Systems Developer


I focus on the intersection of math, industrial data, and software systems. I spent my time at LSU (2020–2024) bridging Data Science and Mathematics to understand the mechanics behind neural networks, rather than just treating them as "black boxes."

My Role at @codegig-br

I am responsible for the end-to-end machine learning lifecycle, which includes building robust ingestion logic for industrial data, designing and evaluating models for specific user needs, and developing the backend logic to deliver real-time inference.

My Approach

I take the lead on the mathematical and neural network components of our systems, but I work as a collaborative part of the development team. My focus is on ensuring that the intelligence I build follows established best practices, integrates cleanly with our broader platform, and remains stable in production environments. I am currently focused on researching more resilient infrastructure solutions to ensure our deployments scale alongside the data.

Pinned Loading

  1. nvim nvim Public

    My Neovim config

    Lua 2

  2. dotfiles dotfiles Public

    Turns a fresh bash shell into a dev workstation: live-status prompt (git + CI), fuzzy navigation, and an interactive GitHub hub (gh-ui). One make all on macOS, Linux, WSL, or RHEL.

    Shell 1