DataQuality&Anomaly Detection Agent is a cutting-edge AI tool designed to streamline the workflow of data scientists and analysts by offering comprehensive data assessment capabilities. This powerful application automatically profiles datasets, identifies missing values, and detects anomalies—whether working in supervised or unsupervised settings. It evaluates the dataset's readiness for modeling, making it invaluable for both classification and regression tasks. From generating confusion matrices to producing residual plots and calculating performance scores, this agent offers detailed metrics crucial for informed decision-making. Developed using Python, Pandas, Scikit-learn, and Streamlit, the app features an interactive user interface that provides instant insights into data quality, enhancing efficiency and accuracy in data preparation. With its robust functionality, DataQuality&Anomaly Detection Agent is an essential tool for anyone aiming to elevate their data analysis efforts.

VacAIgent is an innovative AI-powered application that revolutionizes the trip planning experience by automating and enhancing the process. Utilizing the advanced CrewAI framework, it orchestrates a team of autonomous AI agents to collaborate on deciding destinations and crafting detailed itineraries tailored to user preferences. The application features a Streamlit interface, providing an intuitive and user-friendly platform where travelers can input their preferences and receive bespoke travel plans effortlessly. By default, VacAIgent operates on the powerful GPT-4 model, ensuring top-tier performance and planning accuracy. However, it also offers the flexibility to switch to GPT-3.5 or local models like Ollama, catering to users who prioritize privacy and customization. Whether planning a weekend getaway or a grand international expedition, VacAIgent stands ready to deliver a seamless and personalized travel planning experience.