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Work Experience
Research Scientist
NCS Singapore•  April 2018 - Present
Development of Artificial Intelligence technologies: -- Optimised deep neural network based algorithms designing and model preparation for acoustic event detection and localisation for public safety, security, and healthcare applications. -- Anomaly detection for Industry 4.0 -- Sentiment analysis from speech and video (Audio-Visual) -- Multimodel ensemble computer vision algorithm on edge (Scene segmentation, Human Pose estimation, detection-localisation). It involves optimisation of algorithm to achieve the goal. -- Vision model for activity detection for public safety and Hospital use cases. -- API development for deep learning models (CV, Acoustics)
Researcher Project Officer
Nanyang Technological University (NTU Singapore)•  September 2016 - April 2018
-- (AI on Edge) Development of urban sound surveillance system developed using deep neural network, further optimised for resource constraint edge device. -- Worked on personalised 3D audio immersive technology for VR and AR
Research Associate
DMU Leicester UK•  August 2015 - August 2016
-- European H2020 project on development of Audio rendering system for health care application and gaming industry.
Education
Nanyang Technological University (NTU), Singapore
Computer Science, M.Tech•  January 2019 - June 2021
Masters in Engineering by research in computer science engineering.
LNMIIT, Jaipur (The LNM Institute Of Information Technology)
ECE, B.Tech•  August 2011 - June 2015
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