AI-Driven Sentiment Analysis Tool Development
Budget: ₹1,500 – ₹12,500 INR
I'm in need of a professional who can develop an AI-driven sentiment analysis tool using Python. The tool will be used to analyze customer reviews, classifying them as positive, negative, or neutral based on the sentiment expressed.
Key tasks will include:
- Data Collection: This will involve scraping customer reviews from specified websites for analysis.
- Data Preprocessing: The selected freelancer will be tasked with cleaning and preparing the text data for analysis. This includes removing special characters, stop words, and tokenization.
- Model Building: Implementing machine learning algorithms (like Logistic Regression, SVM) or deep learning models (like LSTM or BERT) to train the sentiment classifier.
- Model Evaluation: The model's accuracy, precision, recall, and F1 score will need to be evaluated to ensure its effectiveness.
- User Interface: Optionally, a simple command-line or web-based interface should be created to allow users to input text and get sentiment analysis in real-time.
Key tasks will include:
- Data Collection: This will involve scraping customer reviews from specified websites for analysis.
- Data Preprocessing: The selected freelancer will be tasked with cleaning and preparing the text data for analysis. This includes removing special characters, stop words, and tokenization.
- Model Building: Implementing machine learning algorithms (like Logistic Regression, SVM) or deep learning models (like LSTM or BERT) to train the sentiment classifier.
- Model Evaluation: The model's accuracy, precision, recall, and F1 score will need to be evaluated to ensure its effectiveness.
- User Interface: Optionally, a simple command-line or web-based interface should be created to allow users to input text and get sentiment analysis in real-time.
Related categories:
Python
Software Architecture
Machine Learning (ML)
Data Mining
Artificial Intelligence