johnalpha74/Multilingual-African-Language-Sentiment-AI

Multilingual African Language Sentiment AI Overview A multilingual sentiment analysis platform supporting Shona, Ndebele, and Zulu, designed for social media and customer feedback analysis in African contexts. # Multilingual-African-Language-Sentiment-AI # Overview A multilingual sentiment analysis platform supporting Shona, Ndebele, and Zulu, designed for social media and customer feedback analysis in African contexts. Objectives Support low-resource languages Improve sentiment accuracy Reduce language bias 🧠 Architecture Text ingestion Preprocessing & tokenization Fine-tuned NLP models Explainability layer ☁️ AWS Services Used Amazon SageMaker Amazon Bedrock Amazon Comprehend (baseline) S3 🔍 Explainability Token-level sentiment attribution Language bias evaluation 📊 Key Outcomes Inclusive AI systems Local language intelligence Explainable NLP outputs