Research
Interest
- Machine Learning, Natural Language Processing, Knowledge representation, Deep Learning, Computer Vision, Clinical NLP.
Domains
- Natural Language (NL), Biomedical (BMI), Cybersecurity (SEC), Numerical (NUM)
Projects
- Open-Book Question Answering - Multi-step Reasoning (NL), Information Retrieval (NL), Commonsense Reasoning (NL), Reasoning about
- Information Extraction - Named-Entity Recognition (BMI), Structure Generation from unstructured Texts (SEC), Decompiled Code Analysis (SEC)
- Reasoning - Multi-hop (NL), Commonsense (NL), Effects of actions (NL), Numeracy (NUM)
- Semantic Textual Similarity
- Object Recognition
Skills & Coursework
- Coursework
- Natural Language Processing, Bio-Medical NLP, Data Mining, Knowledge Representation and Reasoning
- Statistical Machine Learning, Pattern recognition
- Software Security, Mobile Computing, Theory of Computation
- Programming Languages & DB : C, C++, Core Java, Python, PL/SQL, MySQL
- NLP/ML Tools, Libraries : OpenCV, Scikit-Learn, Pytorch, AllenNLP, Spacy, Pandas, Pytorch-Lightning
- Version Control Tools : Git
- Bug Trackers : Bugzilla, JIRA
- Misc : Elasticsearch, docker
Other Things I like to do
- Making Sketches, Playing TT (Ping Pong), Playing Cricket, Running, Long Walks, Swimming, Cooking food I love to eat.
Recent Activities
- [Aug 7, 2019] Participated in National NLP Clinical Challenges Track 1 Shared Task : Clinical Semantic Textual Similarity
- [Oct 30, 2018] Volunteered in Knowledge Representation(KR2018) conference at Phoenix
