In my ongoing directed research at North South University, I’m studying river water-level forecasting using Satkhira river and weather time-series data. I built a Google Colab pipeline to benchmark eight models and fixed data corruption that broke inverse transforms.
I’ve also built a CNN-based plant disease classifier and an API monitoring platform that turns anomalies into operational alerts using Groq LLaMA 3.3 70B. For my senior design project, I architected an offline desktop navigation system combining speech-to-text and face tracking.
