Project Portfolio

This portfolio demonstrates some of the work I’ve done while earning my masters in computer science specializing in Natural Language Processing, while working at SingleStore, and personal coding projects.

Projects

NLP

  • NLP Exercises

    A collection of coding practice using common NLP toolkits and libraries.

  • PUNderful Project

    A pun generator I and my teammate created as part of our intro to NLP course. This required finetuning a T5 model.

  • GreenThumb

    A gardening chatbot and recommender system built in DialogFlow during my course in Voice Assistants and Chatbots

  • Music Source Separation

    An exercise in audio processing for the course Computers, Sound, and Music. This project explores the strengths and weaknesses of current music source separation models, and how effectively they can be applied to audio source separation.

  • 3-Class Sentiment Classification Pipeline

    An NLP pipeline for sentiment analysis of customer feedback as positive, neutral or negative. Includes database connection, text preprocessing, running the models, evaluation and comparison of models, and visualization of results.

Databases

Cloud

  • DoWeNeedBananas Web App on CloudStore

    A simple collaborative grocery list website making use of the GCP Cloud Vision API and Kroger API, deployed as a Docker container on Cloud Run. For the course: Internet Web and Cloud.

Who am I?

About Coding Gen