Personal project · NLP experiment

Making sentiment, emotion and sarcasm visible through a playful Discord bot.

A Discord bot that reads a message, detects sentiment, emotion and sarcasm, and replies with a suitable emoji.

View / star on GitHub ↗
Discord conversation showing the NLP bot reacting with emoji
RoleDesigner and developer
ScopePersonal deep-learning experiment
StackPython, Deep Learning, NLP, Discord
Project typePersonal
01 · Context

The problem

I wanted to explore how a model trained on 1.2 billion tweets could interpret the tone of everyday team messages and turn its prediction into a lightweight social interaction.

02 · Responsibility

What I was responsible for

  • 01Connected the trained language model to Discord messages.
  • 02Mapped sentiment, emotion and sarcasm predictions to suitable emoji reactions.
  • 03Packaged the experiment as a bot colleagues could interact with.
  • 04Documented both the project and its source code publicly.
03 · Evidence

What happened

The bot was deployed on an office server for colleagues to try, and the implementation remains linked on GitHub.