Eric McKevitt

Dotfiles. The dotfiles I use on my MacBook

rmpc-config. My configuration for the RMPC terminal music player

sketchy-bar-config. Shell

Custom-Knowledge-Base-LLM. In this project, I use LangChain to train a Large Language Model on a custom set of notes. There will be a set of applications in this repository built around this foundation.

Premier-League-Goal-Prediction. In this project, I am predicting goals scored by Premier League players using a Random Forest Regressor.

Traffic-Monitoring-with-YOLOv5-and-SORT. An advanced traffic monitoring system leveraging YOLOv5 for precise vehicle detection and SORT for robust real-time tracking, with planned enhancements for detecting traffic light violations.

MobileNetV2-Quantization-Benchmarking. Benchmark GPU inference performance of MobileNetV2: full-precision vs quantized (INT8) models using TensorRT

notion-terminal. A personalized suite of terminal-based scripts designed to query and display data from my Notion databases.

LinkedIn-Connection-Counter. Python

Haunted-Mansion. A 3D first-person survival/horror game developed for CSCI 577 at Colorado School of Mines.

Uniform-Cost-Route-Finder. A Python application designed for efficient pathfinding in graph-based city networks. Leveraging the Uniform Cost Search algorithm, a staple in AI for complex navigation and optimization problems, this tool calculates the shortest routes between cities with support for real-world geographic positioning through coordinate data.

LangChain-Networking-Assistant-LLM. This project uses a LangChain Agent to intelligently find a person's LinkedIn URL, and then scrape and summarize the public information in order to help a user network with the other person.

nvim-task-manager. A simple neovim plugin to manage tasks and lists locally as JSON