Hung Nguyen@thnh_hng35

Watsonx System Resilience Co-Pilot is an intelligent agent designed to improve how engineering teams detect, understand, and resolve system incidents. Modern applications generate massive volumes of logs and metrics, but early signs of failure are often subtle and easily missed. Traditional monitoring tools display data but do not interpret it or guide teams toward the appropriate actions. The Co-Pilot adds an AI-driven intelligence layer that transforms raw signals into clear insights and faster recovery. The system continuously collects logs and metrics using a simple integration SDK. When unusual patterns appear, the agent analyzes the signals and uses IBM watsonx to interpret them. The model connects errors, performance changes, and system events to produce a clear explanation of the likely root cause. This reduces manual debugging and helps teams respond before issues escalate. Through watsonx Orchestrate, the Co-Pilot can also coordinate corrective actions. It offers recommended steps or executes safe tasks such as restarting a service, scaling replicas, clearing caches, draining queues, or notifying on-call staff. Each action is logged and reversible, ensuring responsible automation. The interface provides a complete operational view with system health, stability scoring, active incidents, and real-time events. Each incident includes a timeline, log viewer, key indicators, and an interactive AI panel where users can ask questions or request analysis. Engineers can trigger remediation steps with a single click, making the tool practical for real environments. By improving detection, reducing recovery time, preventing outages, and supporting teams with intelligent automation, Watsonx System Resilience Co-Pilot demonstrates the value of agentic AI in maintaining system reliability and protecting business continuity.

RXPro is a python/streamlit-based AI pharmacy assistant powered by Gemini 2.5 pro, designed to enhance patient safety and streamline pharmacy operations. It integrates a point-of-sale system, inventory management, and customer/admin dashboards, while leveraging Google Gemini 2.5 Pro for AI-powered prescription analysis. The system detects potential adverse drug events, dosage errors, and interactions, issuing RED ALERTs for pharmacist review before dispensing. RXPro also generates receipts and counseling notes automatically. By combining AI inference with human oversight, RXPro ensures safe, efficient, and informed dispensing, making it an indispensable tool for modern pharmacies and enhancing overall patient care.

🕒You have 2 days to complete the challenge. Compete for exciting prizes and exclusive opportunities. It's an amazing opportunity to: 🚀 Compete to craft an app supercharged by IBM’s advanced AI models. 💰 Receive the necessary resources to kick off your app development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!