ML Sentiment Analysis Project

I need a full-stack machine learning project for my final year. The project focuses on sentiment analysis of social media posts, specifically from Twitter.

Requirements:
- Analyze Twitter posts
- Classify sentiments as Positive or Negative

Ideal Skills:
- Machine Learning expertise
- Proficiency in Natural Language Processing (NLP)
- Experience with Twitter API
- Full-stack development skills
- Knowledge of data visualization

Experience with similar projects is a plus. Please provide a portfolio or examples of previous work.