ROBOTICS & AI SYSTEMS

Design, simulate, and program real-world embedded systems using Arduino and industry-standard sensors Build intelligent automation solutions including obstacle-avoidance systems, line-following robots, and smart alert mechanisms Apply Python, Pandas, and NumPy to clean, analyze, and derive insights from real-world datasets Develop, train, and evaluate Machine Learning models for real-world prediction and classification problems Implement Natural Language Processing techniques to build sentiment analysis systems and intelligent text classifiers Architect and deploy a complete AI-powered robotics capstone project, replicating real industry workflows from problem to solution