dewangi mohan

I’m a current student working toward Data Science in Machine Learning, focused on starting my career and delivering value quickly. I identify and close knowledge gaps fast, while keeping collaboration at the center of how I work.

In my Technical Intern role at IBM India, I analyzed hospital admission trends and ICU occupancy data to identify bottlenecks in resource allocation. I proposed optimization strategies to improve bed utilization and reduce patient waiting time, and deployed a dashboard integrating predictive analytics and visualization for monitoring capacity.

Through projects like ForgetNot, LegalTalk, and Parkinsight, I build end-to-end ML and applied systems: from evaluating unlearning and MIA attacks with ROC-AUC/F1-score to extracting and summarizing legal provisions using OCR, regex-based statute detection, and fine-tuned LegalBERT. I also create multimodal detection pipelines combining audio features (Librosa + BiLSTM) with MRI data (3D CNN) to improve accuracy.