raj miglani

I am technology enthusiast who loves exploring new technologies.
Project:
Precicion farming using Deep Learning. Btech final year project where we made a system consisting of a drone to examine the agricultural field feeding the images to our server that are then examined by a model to detect bad crop situation in the field. The farmer uses our app to locate such places and upload crop images which are then tested against our Deep Learning model to predict the disease. It was a complete project involving Computer Vision, Web and Android Development. Machine Learning and Deep Learning. This has been backed by TEQIP and work is still going on to commercialize the solution.
Roadblocks: Understanding the concepts of Hyperspectral Image Analysis for which we have to go through a lot of research papers to derive a solution.
We worked hell out on this project but to leave the college and hand it over to our juniors. We are still guiding our juniors on how to make a robust MVP.

Another interesting project was to build a Chatbot during my internship at Wipro Digital. I had successfully build a chatbot backed by a Convolutional Nueral Network for text classification.
Roadblocks: It was my first project on Deep Learning and due to restriction of timeline I ahd to toil day and night to design the architecture of the model that suits the requirements.

Since, these two have been private works in this domain I am afriad I cannot share the links with the community.

Currently undergoing a specialization in Deep Learning and certification in DAPPs.