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Neha Vinayak
Alumnus

Neha Vinayak

PhD Scholar

RolesPhD (Alumni)

Research topicData-Efficient Medical Image Analysis via Sparse Deep Learning and Hybrid Quantum-Classical Architectures

CurrentlyAssistant Professor (Off Campus) BITS Pilani

Education and Previous affiliationMS (Software Systems) from BITS Pilani working with Indian Institute of Foreign Trade, New Delhi

As a faculty of BITS Pilani Off-Campus, I am involved in teaching and mentoring in AIML programs. I give strong emphasis on conceptual clarity and critical thinking. I an also actively engaged with the research community through publications, reviews and conference workshops and value work that is careful, transparent and evidence-driven.

My current research interests include Deep Learning, Machine Learning, Medical Image Analysis, Prompt Engineering, Quantum Machine Learning, Sparse Parameter Artificial Neural Networks, Energy Based Models