Projects

We developed an IoT-based 'Smart Hospital' environment by integrating a Django-based web server with an embedded system capable of recording patient vitals like temperature, SpO2, heart-rate & ECG. The website assisted doctors & nurses in realtime & continuous patient health monitoring, electronic health records & hospital analytics. We could further identify abnormalities in heartbeat patterns using a trained multi-layered LSTM.

Collaborator: Rajamani Ayyer.

I developed an online application where highway travelers would be able to pre-order food using a virtual menu at highway-side amenities called 'CubeStops'. Based on the customer's order history, the menu would also smartly recommend food items.

I developed a simulation & analytics tool for testing different kinds of dynamic traffic signal scheduling algorithms for various traffic conditions. The simulation uses realistic car speed & acceleration/deceleration motions. At the end of simulation, unique metrics are recorded and compared between different algorithms.

I developed a fun TinyML prototype where an IMU sensor attached to a pen tracks the pen's motion, piezo-electric cells (underneath the writing surface) detect any writing activity and a TinyML model running on a microprocessor predicts the digits being written.

I developed a chatbot aimed at providing answers, clarifications & reassurances to under-construction homebuyers. Using NL-to-SQL, the chatbot can answer customer-specific queries while construction updates and forecasts can also be delivered by the chatbot.