Nicholas Poon@nicholas_poon245

Company culture is the backbone of any successful organisation. Our project addresses this critical yet often overlooked challenge by delivering an intelligent HR Bot powered by IBM Watson Assistant. Designed to enhance employee engagement and streamline HR operations, the bot monitors satisfaction through conversations, leveraging sentiment analysis to interpret responses. Satisfaction levels and employee names are updated in the PostgreSQL database, with clear and insightful charts provided for HR to make informed decisions. Additionally, we employed meticulous prompting with one-shot learning to enhance the Large Language Model's ability to accurately classify sentiments within conversations. Furthermore, our project is well-suited for integration into IBM's Human Resources Process Automation. Cultivating a company's culture requires minimal investment but yields immensely rewarding outcomes. The potential is limitless with suitable resources and development, paving the way for a thriving and dynamic workplace culture!

In the vast expanse of space, where every resource is precious and every decision critical, a new AI-powered system is revolutionizing how we manage space mission resources. This innovative project brings together a crew of specialized AI agents, each designed to handle specific aspects of space resource management, from real-time monitoring to strategic planning. At the heart of this system lies a sophisticated collaboration between five distinct AI agents, working in harmony to ensure optimal resource utilization in space missions. The Database Agent maintains constant vigilance over resource levels and consumption patterns, while a Research Specialist, powered by Serper API, scours the internet for relevant insights and solutions to detected anomalies. These agents work alongside a Mission Integration Strategist that predicts future resource requirements, a Resource Management Specialist that develops dynamic allocation strategies, and a Reporting Analyst that transforms complex data into actionable intelligence. What sets this system apart is its ability to not just monitor resources, but to actively predict and prevent potential shortages before they occur. Built using the CrewAI framework, the system demonstrates the power of collaborative AI in solving complex real-world challenges. By integrating external tools like Serper for real-time research capabilities, the agents can access the latest information and best practices in space resource management, ensuring decisions are always made with the most current data available. In space operations, where resource management isn't just about efficiency but survival, this system represents a new paradigm in mission support. Through real-time monitoring, predictive analytics, and adaptive resource allocation strategies, this AI crew works tirelessly to support humanity's greatest adventures beyond Earth.