DOMAIN: Deep Learning

Coronavirus disease(COVID-19) is a new strain of disease in humans discovered in 2019 that has never been identified in the past. Coronavirus is a large family of viruses that causes illness in patients ranging common cold to advanced respiratory syndromes such as MERS-COV and SARS-COV. In this project I have applied Deep Learning based technique for detecting COVID-19 on Chest Radiographs using CNN. The COVID-19 dataset in this project was curated by Dr.Joseph Cohen, a postdoctoral fellow at the University of Montrel.

DOMAIN: Deep Learning and Andriod Development

The idea is we use normal CCTV camera which sends data to Digital video Recorder and digital video recorder will connect to a server where our model is running and as soon as social distancing violation is predicted by our system it will capture that moment and upload it to app with a notification sound. In our model we are using MASK RCNN model so that prediction will be accurate and as we all know mask rcnn model is quite heavy to run but it can predict accurately and, in this situation, accuracy is most important.

DOMAIN: MACHINE LEARNING

This project helps in recommending a movie for the user based on his/her sentiments.

DOMAIN: Deep Learning and And Devops

IT is all about automating the deep learning with the dev-ops world so that there won't be any manual thing for a person so that the machine automatically chooses the hyper-parameter while checking the accuracy.

DOMAIN: Devops

In this project we use Ml,docker and various other technology for making our own semantic search system using vector sytem so that we can do search more efficiently.

This is my first ever humanoid(name antra) which i done in my first intenrship in Aspagteq its a rerally good experience to work on this type of project basically this humanoid can move and detect garbage by seeing it and tell in which dustbin we have to put that garbage.

This is the Robote name asiro .It is enabeled to talk and can move withe help of bluetooth as well as overwifi.