Rizakhan's repositories
Convergys_SPEAKER_REC
Convergys_SPEAKER_REC
Rasa-NLU
Interning for convergys as an R&D intern My first job was to create a parser for a chatbot and then subsequently train it on my own training data and examples. I used rasa-nlu and core for this.
First-NN
MY first neural network implementation using keras. Predict bike sharing data. Model accuracy can be improved by using time series(Prophet)
GAN-s
This was by far the most interesting project I've worked on in the nano degree We generated fake faces by making neural networks duel against each other. Getting the generator loss down to <1 was my biggest hurdle. I tried training the generator twice and discriminator once and many other optimization techniques to get the loss to <1
RNN
Deep Learning Nanodegree-: Using RNN and LSTM cells to generate movie script of TV show simpsons
CNN
conv nets
Search-engine
Making a search engine using python and making own ranker algorithm