Independent project · 2019
ArchivedContext: Personal research project
Persian Sentiment Analyzer
An end-to-end Persian-language NLP project exploring sentiment analysis and language representations before the current LLM wave.
PythonTensorFlowKerasFastTextBERT
Overview
The context
A personal 2019 machine-learning project focused on Persian text. It covered the sentiment-analysis pipeline and experimentation with language representations including FastText and BERT.
Problem
What made it complex
- Work with Persian-language text and limited NLP resources
- Build and evaluate an end-to-end classification pipeline
Approach
How I contributed
- Prepared the language-processing pipeline
- Experimented with neural models and text representations