MS in Signal processing
Dissertation: In –car communication, development of efficient and robust acoustic feedback cancellation algorithm. NTU (Nanyang Technological University ) , Singapore Audio, Video and Image processing, pattern recognition, distributed multimedia system, Adaptive signal processing, VLSI signal processing, Real time DSP design. Speech Signal Processing.
AMIE (Associate Member of Institution of Engineers)
(Equivalent to B. Tech) with a Gold medal The Institute of Engineers, INDIA Electronics and Communication Engineering
BSc (Bachelor of Science)
Calcutta University –Fakir Chand College Physics, chemistry and mathematics
Post Graduate Diploma in HW design and system Electronics CEDTI , now CDAC Mohali DSP , Micro controller , FPGA Programming
EDA Tool , Algorithm development using Matlab , Power electronics design.