
This hackathon project presents an interactive web application built with React and Tremor for visualizations, which taps into XRPSCAN’s public REST APIs to fetch network statistics (/statistics/metrics) and recent ledger summaries (/ledgers). It displays key performance indicators such as active accounts, total transactions, ledger throughput, and transaction-per-ledger trends. On the AI side, the app integrates Groq and LLaMA model (via the groq-sdk) to analyze aggregated ledger data and produce human-readable market sentiment summaries, identify whale behaviors, and recommend entry/exit points with risk management strategies. A “Live Demo” mode showcases data refresh, interactive charts, and collapsible AI insights—all in a clean, responsive dashboard—making it an ideal proof-of-concept for traders seeking data-driven XRP trading advice.
8 Jul 2025

Mental health is a critical aspect of space missions. Astronauts experience extreme isolation, stress, and high-pressure environments, which can lead to mental health challenges. Early detection and intervention are crucial for ensuring their well-being and mission success. To address this, I am developing "Space Eye AI", an AI-powered solution designed to monitor and support astronauts' mental health in real time. This system leverages AI agents that analyze data from onboard cameras to assess emotional states passively and non-intrusively. Using AI emotion recognition service, Space Eye AI can detect signs of stress, fatigue, or anxiety from astronauts’ facial expressions. The AI system processes this data through an API, storing the data over time. It then generates detailed reports, provides data analysis, and offers personalized recommendations from ChatGPT. These recommendations can guide astronauts on stress management, mood regulation, and mental well-being strategies. Astronauts and mission control teams can access this information through a dedicated app, where they can monitor analytics, read reports and recommendations. By providing continuous and early mental health detection, Space Eye AI aims to enhance astronauts' psychological resilience, improve mission outcomes, and contribute to long-term space exploration sustainability.
9 Feb 2025