NitiKnow
Nitiknow addresses the growing gap in political transparency caused by declining media accountability. Built as a full-stack solution, it systematically collects and structures public data on 500+ MPs and 4,000+ MLAs using automated scraping pipelines (Playwright, Selenium) and NLP techniques. ML-driven article summarization and entity linking ensure relevant, concise insights.