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projects/goldy-nlp.md

# Goldy: An NLP-based Chatbot in English Learning for Primary Education

Goldy is a Senior Thesis study focusing on the application of Natural Language Processing(NLP) to Primary Education.

![Goldy: An NLP-based Chatbot in English Learning for Primary Education preview]

Goldy: An NLP-based Chatbot in English Learning for Primary Education project preview

## Project overview

```yaml

role: Researcher and Developer

status: Completed

type: case-study

slug: goldy-nlp

```

## The problem

Elementary education during the pandemic was complicated due to the introduction of Online Learning

## The solution

Created a chatbot specializing in English for Grade School Students. Trained specifically from raw data provided by Ateneo de Naga University Grade School

## My contributions

  • -Designed and developed an English-learning chatbot for grade school students.
  • -Prepared and trained the NLP model using data provided by Ateneo de Naga University Grade School.
  • -Built the web application with Python, Flask, and Tailwind CSS.
  • -Containerized and deployed the application using Docker and DigitalOcean.

## Technologies

`Python``Flask``Keras``Matplotlib``Docker``DigitalOcean``Tailwind CSS`

## Outcomes

  • -Completed a working NLP-based chatbot as a senior thesis project.
  • -Applied natural language processing to an elementary education use case.
  • -Demonstrated an end-to-end workflow from data preparation to deployment.

## What I learned

Goldy gave me practical experience connecting machine-learning experimentation with a usable web application and deploying the resulting system.

## Links

[View project]