Sumith Reddi Baddam's repositories
NeuralCook
Deep learning application to identify ingredients from cooking dishes images and recommend dishes to cook, given a set of ingredients. This application leverages NLP and Computer Vision to learn semantic knowledge using joint embeddings.
Prediction-of-potential-bugs-in-a-software
Predict an internally found defect that has a potential to be reported as a customer issue and the lead time before which it can get converted to a customer defect.
Bug-Duplicates
Intelligent defect creation using CNN- LSTM networks. Identifying if a newly reported bug is a duplicate of an existing bug in the system and retrieving the similar bugs from the past. Proposed a solution using Siamese CNN and LSTM for retrieval of duplicate/similar bugs.
denoising-autoencoder
Tensorflow Implementation of Denoising Autoencoder Using Dense Layers
Unsupervised-service-request-case-classification
Classification and keyword extraction from unstructured texts of Cisco Service Request cases using Latent Dirichlet Allocation (LDA)
Distributed-MapReduce_GoogleCloud
A distributed map reduce application with key-value store developed on google cloud compute virtual machine clusters
nlp-lab.github.io
NLP Lab Website
Recommendation-Engine-for-peer-review
Recommendation engine for identifying peer reviewers for testing on Cisco’s code review platform using NLP