Sina Miran
Senior Machine Learning Scientist - Health Sensing @Apple
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WORK HISTORY
Senior Machine Learning Scientist - Health Sensing @Apple
San Diego, CA, US
EDUCATION
University of Maryland
Ph.D. and M.Sc., Electrical and Computer Engineering
UC Santa Barbara
Ph.D. student, Electrical and Computer Engineering
Sharif University of Technology
B.Sc., Major in Electrical Engineering (Communication Systems) and Minor in Economics
Allame Helli NODET High School
High School Diploma, Physics and Mathematics
ABOUT SINA MIRAN
ML/Data Science/Statistics- Professional experience with statistical signal processing and predictive modeling, Bayesian statistics, state-space modeling, inverse modeling and statistical inference, machine learning models (SVM, PCA, LDA, Neural Networks and Deep Learning) using Matlab and Python. Hearing Science- Professional experience with speech and auditory signal processing, deep learning speech enhancement, feedback cancellation/management algorithms, hearing aid technology and algorithms, EEG-based auditory applications, design/analysis of MUSHRA and paired comparison tests, acoustic lab measurements/calibrationsNeuroscience- Professional experience with various neuroimaging data such as Electroencephalography (EEG), Magnetoencephalography (MEG) and Electrophysiology (Single-unit recordings, Multi-unit recordings and Local Field Potentials)- Has published on problems such as (real-time) auditory attention decoding from M/EEG, frequency (spectral) domain modeling of neural spiking data, extraction of functional/causal links in the brain using neural spiking data, and temporal response function (TRF) & hl=en
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