Multilingual Image Captioning with Attention Mechanisms
I worked with another master student on image captioning using the MSCoCo dataset and translated captions into Persian. We modified a TensorFlow implementation of the Show Attend and Tell model and trained it on Google Colaboratory's GPU. The dataset will be published soon.
Multilingual Sentiment Analysis
Undertook a sentiment analysis project, involving data collection and preparation using basic NLP techniques. Gained insights into sentiment classification (positive, negative, or neutral), laying the groundwork for further exploration in NLP. Excited to apply these skills in future endeavors within this dynamic field.
Reengineering a Social Networking App at Architecture Level
The project focused on reengineering the social networking app "ConnectNow" for Android devices. We addressed the "Massive Activities" Anti Pattern by implementing the Model-View-Presenter (MVP) design pattern and utilized Android Architecture Components for a scalable architecture.