This repository contains the code and resources for the project "Predicting Career Trajectory Using Neural Network Embeddings Based Similarity Search." The goal of this project is to develop a neural network embeddings based model that can predict job titles based on a given set of skills and keywords.
dataset/: Contains the dataset used for training the model.
src/data-extraction/: Includes scripts for data extraction and manipulation
src/data-preprocessing/: Includes scripts for data preprocessing, cleaning, and feature extraction.
notebooks/: Includes google colab notebook files which contains the source code for the neural network and training
README.md: The main documentation file providing an overview of the project and instructions for usage.
Jacob Fishman
Jefferson Aaron
This project is licensed under the MIT License
We would like to acknowledge the contributions of the open-source community and the researchers who have developed the foundational models and techniques used in this project.