Deepak Prasad
SDE 2 @ Microsoft | Ex - Amazon | Ex - McAfee
Bengaluru
7+ years of work experience
Feb 20251 yr 8 mosPresent
Hyderabad, Telangana, India
Jul 20248 mosFeb 2025
Delhi, India
Jun 20222 yrs 1 moJun 2024
Bengaluru, Karnataka, India
Aug 20201 yr 11 mosJun 2022
Bengaluru, Karnataka, India
Feb 20207 mosAug 2020
Bangalore, India
May 20194 mosAug 2019
Toronto, ON, Canada
We worked on Screening and analysis of specific language impairment in young children by analyzing the textures of the speech signals.
We published the paper at the 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).
As 2nd author, my contribution was processing the audio data, remodeling, and applying various machine learning models to develop a system to screen specific language impairment in young children. We were successful in developing a model with 98% accuracy.
Jun 20182 mosJul 2018
Varanasi, Uttar Pradesh, India
We had hands-on experience with the use of machine learning models with IoT devices.
We generated datasets using Raspberry Pi, Pre-processed the Datasets using outlier detection, Normalization, Binarization, Data cleaning, etc., applied different machine-learning algorithms like liner regression, logistic regression, neural network, SVM, Decision Tree, and K-NN classification (using various distance metrics), estimated the quality of predictions using various model evaluation metrics.
Deepak’s AI Stack
Education
Bachelor of Technology, Computer science and engineering
National Institute Of Technology Sikkim
20164 yrs2020
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