Projects
- A hybrid classifier consisting of a heuristic and a supervised learning model to extract and classify URLs in scientific papers into two categories: OADS URLs (linking to open-access datasets/software) or non-OADS URLs with a best f1-score of 92%.
- Technology: Python, BERT, DistilBERT, TensorFlow, Logistic Regression, Supervised Learning.
- A dialogue assistant that interacts with the user via a voice-enabled interface to find housing/apartments based on the user’s requirements.
- Technology: Python, NER, RESTApi, Flair.
- A tool to find statistical errors from scholarly papers with a best accuracy of 90.2%.
- Technology: Python, rpy2, Statcheck.
- A machine learning model to predict crime risk factors using Chicago Crime Dataset.
- Technology: Python, Deep Learning, Supervised Learning.
- A desktop based application developed in Java through which users can order food online. It is an undergraduate project.
- Technology: Java, JUnit.
- Undergraduate Project
- A keyboard for windows operating system that facilitates autocompletion, and autosuggestion of words.
- Technology: C#, KeyLogger.