About AYUSH ANAND SINGH
- Academic Level Degree Bachelor
- Age 18 - 22 Years
- Salary 1850
- Gender Male
-
Viewed 48
About me
Education
-
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
-
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
-
2021
JEE ADVANCED
AIR (PWD) 39 among 1.5 Lakhs candidates
-
2021
JEE MAINS
AIR (PWD) 63 among 1 million candidates

