About AYUSH ANAND SINGH
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Academic Level Degree Bachelor
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Age 18 - 22 Years
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Salary 1850
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Gender Male
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Viewed 26
About me
Education
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2021 - Present
INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI
BACHELOR OF TECHNOLOGY(BTECH)
Currently pursuing B.Tech From the department of Computer Science And Engineering at IIT Guwahati, India.
Experience
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2024 - 2024
IIT GUWAHATI
Summer Research Internship
– Conducted research under Prof. P.K. Das, developing an Machine Learning model for heart rate prediction from
vowel speech using MFCC features and audio segmentation.
– Implemented Neural Networks with hidden layers, optimized using Adam optimizer and mean squared error loss
to estimate heart rates on parallel with oximeter readings.
– Applied signal processing techniques, including resampling, mono conversion, and noise reduction, to improve data
quality and feature extraction.
– Used librosa for MFCC extraction and feature scaling, preparing consistent input data for model training.
– Developed a real-time interface with sounddevice for recording and predicting heart rate, highlighting its use in
remote health monitoring.
Honors & awards
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2021
JEE ADVANCED
AIR (PWD) 39 among 1.5 Lakhs candidates
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2021
JEE MAINS
AIR (PWD) 63 among 1 million candidates