• Conducted research on securing user data and location in a crowd detection system using federated learning, ensuring enhanced data privacy. • Developed and deployed machine learning models on both mobile devices and servers, leveraging TensorFlow and TFLite to aggregate local models into a global model, ensuring confidentiality of data.

• Engineered a dynamic web application using React.js and Node.js, integrating voice-to-text input for user interaction and stop word list for efficient query interpretation. • Deployed using Nginx and Docker, with API integrations to fetch and display recipe data, including advanced search functionalities by cuisine, country, and utensil.

• Implemented features for managing trainees and trainers, including session scheduling and transition post-certification. • Developed Navchetna applications in Kotlin and Django, integrating test modules for assessments in Hindi and English