Education
- Thesis: Evidence-Based Approach to Verification of Online Health-Related Content
- Developed an automated pipeline for verifying online health information using transformer models (BERT, SBERT).
- Specialized in unsupervised algorithms for data-scarce settings, enabling verification with minimal labeled data.
- Implemented custom NLP modules with Huggingface, NLTK, spaCy, and scispaCy.
- Published research in peer-reviewed journals and conferences (see Papers tab).
- Open-sourced fine-tuned models on HuggingFace for public use.
- Dissertation: Probabilistic Modeling of Language Competition and Extinction
- Developed a probabilistic model to study the dynamics between coexisting and endangered languages.
- Extended the model with Markov Chain analysis to predict language fate under various scenarios.
- Designed and ran experiments using Matlab; interpreted results to support language preservation research.
- Major Project: Android Notepad Application with Reminder and To-Do Features (Java)
- Completed comprehensive coursework in algorithms, data structures, and programming languages (C, C++, Java).
- Engaged in practical learning through coding assignments, projects, and team collaborations.