Working on Nvidia Jetson series edge devices with respect todifferent AI applications. Mostly dealing with communicationbetween web and edge devices using Apache Kafka and Python.
Automated the GUI based testing of different products of thecompany.
We started from very scratch that what are neural networks. First, we study perception which leads to multi layer perception and going further into deep neural networks(DNN) and Convulutional Neural Networks(CNN). We go through feed forward propagation first. Understood the theory and equations and implement first simple perception and then multiplayer network of XOR gate in C++. Then we implement backward propagation equations as well in C++. Than going further into CNN, we wrote transfer functions, pooling and convolution functions and lastly connected the CNN module with DNN module.