shivam kumar

Verity: Pioneering a Trusted Digital News Ecosystem In an era where misinformation spreads faster than truth, we are thrilled to introduce Verity, a revolutionary social media platform engineered to build a global community founded on verified information. Verity is a dynamic short-form video app where credibility is paramount. Our mission is to empower creators and consumers to foster a healthier, more truthful digital world by ensuring every piece of news content undergoes a rigorous, transparent fact-checking process before it reaches an audience. A New Era for News Consumption and Creation For consumers, Verity offers a personalised and reliable news experience. Users can curate their feeds by pinning interests and locations, receiving tailored summaries of local news and global events. A key feature is our interactive AI chatbot, which allows users to instantly verify any claim in real-time, fostering a culture of critical thinking and active engagement. For content creators, Verity is a collaborative partner in truthful storytelling. When a creator uploads a news video, it enters our sophisticated AI verification backend. If any inaccuracies or biases are detected, the video isn’t simply rejected. Instead, our system provides specific, constructive feedback, guiding the creator to refine their content to meet the highest standards of integrity. This educational loop ensures that only the most accurate and well-vetted information gets published. image image The AI Engine Behind the Truth The power of Verity lies in our advanced AI verification engine, orchestrated by LangGraph. This system deploys a team of AI agents that work in concert to analyze content from every angle. The process begins with ingesting and transcribing video, audio, and text. Next, our AI identifies key claims and cross-references them against a vast network of trusted sources, including the GNews API and our internal Neo4j "Truth Web"—a sophisticated knowledge graph of established facts. Finally, a powerful GPT-4 driven agent performs a deep credibility analysis, scanning for AI manipulation like deepfakes, emotional loading, and bias. This multi-layered process guarantees a comprehensive and unbiased review, ensuring that Verity remains a trusted source for news. image Built on a Foundation of Cutting-Edge Technology Verity is powered by a robust and scalable tech stack designed for performance and security. Our AI and backend services run on Python FastAPI, with Flutter and React delivering a seamless user experience across mobile and web. Data is managed through PostgreSQL and Amazon S3, while the entire infrastructure is orchestrated by Kubernetes and secured by Cloudflare. image Verity is more than just an app; it is a movement toward a more informed public and an accountable media landscape. Join us in building a future where you can trust what you see. Join us in building Verity.

A community-driven platform for waste management. Allows users to report waste issues, track complaints, and explore green spaces. Uses machine learning and geospatial analysis for efficiency.