Hi, my name is KUSHAL
I'm Data Analyst @ Accenture
I have completed MS in CS @uLakehead where I conducted research under the supervision of Dr. Sabah Mohammed.

This robustness system will be supported online 24 x 7 by every person in society as it answers deep and general questions. Asking the questions in a series helps patients by guiding them on what they seek.

For the betterment of society and to give equal status to such specially-abled people, we have developed this project, which allows the user to send mail using voice commands without the need for a keyboard or any other visual things.

Helmet-Detection-on-Two-wheelers-and-Penalty-Generation-using-Artificial-Intelligence - focuses on utilizing computer vision techniques to detect helmets on two-wheeler riders and enforce compliance through penalty generation.

A mobile application that allows users to take quizzes, track their scores, and view results. This app includes a login and signup system, and supports both student and teacher roles with different functionalities for each.

The project is to download the stock data dataset of any ticker and find a comparison between actual stock price and predicted stock price.

The interface allows users to interact with two different chatbots, Mistral AI 7B and ChatGPT API, simultaneously.

This project is to demonstrate the prediction of the pedestrian movement. This is extremely useful for various applications such as autonomous driving cars and also for people with impaired vision to anticipate any objects or people coming into their paths.
The model consists of encoders that uses the Gated Recurring Unit (GRU) and another GRU for decoders to produce the predicted bounding box. It also uses the ResNet50 for the optical flow feature encoder.