Here are some of the projects which I have done in the past.

  1. Deepfakes Based On Generative Adversarial Networks: Deepfake videos can lead to the spread of false information. We at VJTI built an architecture based on Generative Adversarial Network (GAN) and Autoencoders to swap face of two persons in the video in an attempt to detect deepfakes better.
  2. Quora Insincere Question Classification Challenge | Kaggle: Built a DeepLearning model that classifies a question as 'sincere' or 'insincere' using NLP thereby helping the internet/Quora to discard irrelevant and unimportant questions.
  3. Shared Digital Identity Verification | India Singapore Hackathon, NTU, Singapore:: Using Blockchain(Hyperledger Fabric) we built a platform to decentralize the user's identity information that can then be used by the event organisers for mega events thereby promoting the idea of Shared Digital Identity Verification.
  4. Failure Predictive Analysis | Smart India Hackathon(3rd Prize Winner), Railway Ministry:: Fibre Optic Cables play a crucial role in several important operations of Indian Railways. The damage of the same could create a downtime that would cost a huge amount to the system. We designed a Deep LSTM neural network to study the pattern in the parameters of the Fibre Optic Cables and predict the failure.