Cross-platform salon booking client — Vue 3, Vite, and Capacitor for web, Android, and iOS from one codebase. Leaflet maps for discovery, Firebase auth, Axios-backed APIs, Bootstrap UI, and separate web/mobile entry points with Capacitor hot reload for faster mobile iteration.
Express + MongoDB REST API for the salon booking platform. JWT authentication, bcrypt password hashing, role-based access control, and automatic default-admin creation on startup — built for secure multi-role workflows between customers, staff, and administrators.
Final-year B.E. project (NMAM Institute of Technology) — detects emotion from live voice using MFCC features and a CNN built with TensorFlow/Keras. Trained on RAVDESS, TESS, and EmovoDB; classifies five emotional states with ~72% validation accuracy and recommends mood-based music through a real-time GUI.
Text-to-sign-language system that maps typed words to hand gestures. Downloads WLASL sign videos, extracts MediaPipe Holistic keypoints into .npy sequences, and trains an LSTM (TensorFlow) to predict gestures — aimed at bridging communication between spoken and sign language users.