I am interested in doing following listed projects and related projects with my brilliant students and peer researchers.
I am open to work on any Innovative idea and any kind of Collaboration. I believe that ‘Collaborations’ benefits to all the involved.
- Deep learning Application in NLP, such as Chatbot, Paraphrase detection, Financial Sentiment Prediction, Question-Answering, etc.
- Deep learning in understanding Hindi Language and application for various application of NLP.
- Deep learning in Health informatics
- Cybersecurity with Deep learning
- Hatespeech detection in social media
- Big Data and Machine Learning Analytics
Implemented the machine learning algorithms to solve data analysis on big data framework (Cloudera Impala, Apache Spark).
- Sentiment Analysis using Machine Learning Methods: Analyse, “What other people think about a given topic” from Reviews,blogs, social networking websites (twitter) etc…. at document level, with supervised and unsupervised methods…. Incorporate common sense information for sentiment analysis….
- Personality Detection from Text The objective of the project is to develop an efficient machine learning model to determine the personality trait of the author of the text with respect to the Big-Five Personality traits.
- Detection techniques for Denial of Service Attacks:
- Implement Beowulf cluster: Implemented 3 nodes cluster and used MPICH2 for implementing parallel computing environment. (All the work was done with debian operating system).
- Implement Radius server: Implemented radius server with EAP/PEAP with LDAP for securing wireless network.