Research & Publications

Exploring the frontiers of technology and innovation

2024

MEET: Multimodal emotion estimation using EEG & Text

Under the guidance of Prof. Yan Liu( Dept. of Computer Science, USC Viterbi) and Jesse Zhang (Final Year PhD) alomg with 3 others we did this research project where we estimated the emotions of subjects using multi modal LSTM approach based on the EEG signals and NLP aroused using a Video and Image stimuli, we also got a phenomenal accuracy of 92% using this multimodal approach.

NLPNeuroscienceDeep Learning
2024

Economic Entity Extraction

Utilized LLM powers to create a new dataset for economic entities at the Financial Services Innovation Lab. Leveraged research skills to analyze data and generate insights for innovative financial solutions. Collaborated with team members to develop cutting-edge strategies for economic entity research.

NLPFinanceKnowledge Graphs
2022

Leaf disease Identification using DenseNet

With Dr. Ruchi Verma at Jaypee University of Information Technology, as my Undergrad Co-Advisor I worked on analysing different type of diseases in a plant so that it could be detected easily for applying preventive methods, which could help in global food security

Machine LearningDeep LearningBotanical
2021

Diabetic Retinopathy Detection using ML techniques

With Prof. Dr. Vivek Kumar Sehgal, HOD computer science at Jaypee University of Information Technology, I worked on this research project to detect early stages of diabetic retinopathy using ML methods which gets ignored by physicians at early stages of DR

Machine LearningHealthcareDeep Learning