osama nusrat

• Conducting beginner-level Python programming sessions, focusing on logical thinking and hands-on coding for students new to programming. • Teaching IELTS Listening strategies and practice techniques to help students improve their comprehension and exam performance. • Moderating live sessions conducted by co-trainers managing Q&A, sharing resources, ensuring participant engagement, and maintaining a smooth flow. • Supporting a collaborative and inclusive learning environment as part of iCodeGuru’s volunteer-led “teach and learn” initiative. • Contributing to student success through clear instruction, active moderation, and encouragement of peer learning.

I worked on my master’s thesis named Multi-Class Depression Detection through Tweets Using Artificial Intelligence. The goal of the research was to predict five types of depression (i.e. bipolar, psychotic, atypical, major and postpartum) in tweets using AI. I then used machine learning and deep learning models to evaluate the performance on the dataset. BERT gave the highest accuracy score of 96%.

I worked on my final year project named Battery Management Systems for Low Earth Orbit Satellites. The research aim was to develop algorithms to extend battery life for Lithium Ion batteries in LEO satellites.