Technical implementations and development work
Developed a two-player Snakes and Ladders game in C, featuring dice rolls, seamless gameplay, and an algorithm that calculates the shortest path to the destination.
Engineered a text-based emotion detection system utilizing NLP techniques and Scikit-learn. Built an interactive chatbot to provide context-aware and meaningful responses based on detected user emotions. Implemented a multimodal emotion detection system by integrating multiple input sources to enhance emotion recognition accuracy.
Built a item-based collaborative filtering system; cleaned, merged, and transformed datasets into a user-movie rating matrix. Used Pearson correlation for similarity matching; applied rating thresholds and visualized data with Matplotlib and Seaborn.