research LLM-Based Requirements Generation An agentic, prompt-driven pipeline that turns unstructured app-store reviews into structured, human-like user stories. Automated Requirements Conformance Evaluation A taxonomy and automated tooling for detecting structural conformance failures in LLM-generated requirements. LLMs for Diabetes Prediction Benchmarking large language models against classical ML classifiers in a safety-critical clinical setting. software Multimodal Emotion Recognition System A real-time pipeline that fuses CNN-based facial features with NLP sentiment embeddings to predict emotion.