Built an Image Captioning system using Encoder CNN and Decoder LSTM with an attention mechanism to generate relevant captions for any input image. Analyzed the results using BLEU 3, 4 metrics, and deployed the model in real-time using Amazon SageMaker.
Developed a English news to Telugu language translator application using LSTM. Encased the application in Flask and orchestrated it on AWS by pushing the containerized Flask application to AWS Linux EC2 instance deploying the application in-live.
Performed Image Classification system using CIFAR10 dataset by implementing 4 different neural networks i.e. Softmax, TwoLayerNN, ConvNet and my own model(MyModel), after which obtained the best performance i.e. 92% accuracy on my own customerized model "MyModel".