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AI Charity Payment Optimizer is an innovative platform that combines artificial intelligence, blockchain, and digital currency to revolutionize how charitable donations are managed and distributed. The system uses multiple specialized AI agents—such as the Needs Predictor, Milestone Verifier, Donation Tracker, and AutoDisbursement Agent—to automate and monitor the entire charity lifecycle. When donations are received, the AI analyzes NGO needs, verifies project milestones, and triggers secure on-chain USDC transactions through smart wallets. Each transaction is recorded transparently on the blockchain, providing real-time traceability for donors. The platform also includes AI-powered reporting to summarize social impact, detect fraud, and forecast future funding requirements. By integrating multi-agent orchestration and Web3 wallets, AI Charity Payment Optimizer ensures that funds reach the right cause efficiently, transparently, and accountably—redefining digital philanthropy for the AI era.
8 Nov 2025
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PoliBot is an advanced global crisis negotiation simulator built using Python and Streamlit. The core idea is to model complex international relations and decision-making during various global emergencies (like climate collapse, pandemics, or energy crises) using autonomous AI agents. Each agent represents a specific country (e.g., USA, China, India, EU, Pakistan), equipped with a unique profile detailing its strengths, weaknesses, and national interests. Leveraging the Groq API and the Llama3 language model, these agents analyze the ongoing scenario, consult their recent memory of interactions, and decide on diplomatic actions—such as proposing deals, building alliances, or raising concerns—to best serve their country's objectives. The simulation dynamically tracks key global metrics (Peace Index, Economic Growth, CO₂ Emissions, etc.) and visualizes the evolving diplomatic network and relationships between nations using NetworkX and Matplotlib. Users can configure the scenario, participating nations, simulation speed, and other parameters, observing how AI-driven diplomacy unfolds turn by turn. The project demonstrates the potential of LLMs in simulating complex multi-agent systems and geopolitical dynamics.
1 May 2025

Problem Statement: People with motor disabilities struggle to use digital devices. Voice commands are slow, and existing hardware solutions are expensive. 💡 Solution: An AI-powered eye-tracking cursor using IBM Granite Vision Transformer to enable hands-free control of PCs and smartphones with just eye movements and blinks. 🚀 Key Features: ✅ Gaze-Based Cursor Movement – Move the cursor by looking around. ✅ Blink to Click – Short blink for left-click, long blink for right-click. ✅ Gaze Scrolling – Look up/down to scroll pages and reels. ✅ Real-Time AI Adaptation – Model learns user-specific gaze patterns. ✅ No Extra Hardware Needed – Works with a standard webcam.
23 Feb 2025