Sai Venkatesh

Machine Learning – Externship

SmartInternz - Smartbridge•  August 2023 - November 2023

Reduced latency and improved scalability as measured by successful deployment on Google Cloud Run, by engineering a Flask API backend for a deep learning-based lip-reading model and containerizing the application. Improved speech prediction accuracy to 95% validation accuracy, by integrating an advanced bidirectional LSTM model with 3D convolutional layers for video input processing. Enhanced user accessibility as demonstrated by real-time lip-reading results, through creation of a user-friendly Flutter mobile application as the frontend, allowing video uploads.