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NewsRakshak
Revolutionizing Governance Insight: Harnessing AI and Blockchain for Transparent Payments and In-depth Sentiment Analysis in Regional News
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Created on 12th November 2023
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NewsRakshak
Revolutionizing Governance Insight: Harnessing AI and Blockchain for Transparent Payments and In-depth Sentiment Analysis in Regional News
The problem NewsRakshak solves
Government Feedback: Offers real-time feedback on public sentiment towards government initiatives.
Media Monitoring: Efficiently tracks news across diverse regional languages and outlets.
Departmental Categorization: Classifies news stories based on the concerned government department.
Alerts for Negative Sentiment: Provides immediate notifications for negative stories to relevant authorities.
Challenges I ran into
A notable hurdle was developing accurate sentiment analysis for diverse regional languages. Employing advanced Natural Language Processing (NLP) techniques, we fine-tuned the model for various languages, ensuring precise sentiment categorization across the spectrum.
Discussion
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