Project Tracker is an Application available for iOS, macOS and iPadOS which helps to track all your projects smartly.

• Stored user data in cloud for ubiquity
• Identifying Patterns from User Interaction
• On Device Recommendation System
• Adapting Face Unlock

Text miner is an Application available for iOS, iPadOS and macOS which helps in bringing Insights out of Text.

• Handling API Responses
• Implementing OAuth
• Creating Charts and Animations
• Increasing App Interaction by donating intents

Dependency between modes (text, audio and video) is taken into account for obtaining sentiment.

• Extract unimodal contextual representations using self attention and Crossed Attention representations using cross attention layers.
• The generated features are fed to GRU resulting in Deep multi modal contextual representations.
• These representations for each utterance are concatenated and fed to Fully Connected layers followed by softmax layer for final sentiment.

CNN is widely known for its application in image classification. However, there are some drawbacks even for this algorithm. So the application of CNN in every field has a variant of it.

• AW-CNN is a variant of CNN solving random initialisation problem of CNN
• AW-CNN uses feature matrix constructed from DBN to initialise the CNN
• The accuracy of AW-CNN was 4% higher than CNN without any overfitting