Highlights:

Skills:DSP, Audio, Video, Computer Vision, Machine Learning, MATLAB, C/C++, Embedded Systems

Membership:IEEE

SW Architect - Developer Aug 2014 - current
Silicon Machine, Pune, India India
Industry: Telecom
To develop algorithms on embedded platforms.
1. Media Signal Processing to develop Audio, Image and Video algorithms in C/C++ on embedded platform. 2. Prototyping & development of Machine Learning algorithms – Regression, Classification. 3. Prototyping & development of Computer Vision algorithms – Face detection using HOG-SVM. 4. Ramp up on Big data analytics using Hadoop framework & Python--
SW Architect - Developer May 2013 - July 2014
Apical Limited, Mountsorrel, Leistershire United Kingdom
Industry: Semiconductor
To develop Computer Vision algorithms.
1. MATLAB modeling, prototyping and optimization of HOG, SVM algorithms for feature extraction in face detection, recognition and machine learning and its implementations of HW IP on zynq-706 Xilinx board. 2. Matlab prototyping and C-development of linear and non-linear classification and regression algorithms based on statistical inference on zynq-706 Xilinx board. 3. Matlab prototyping and C-development of linear and non-linear PCA algorithm for dimensionality reduction in face detection on zynq-706 Xilinx board. 4. FW development of Spatio-temporal filtering, Grouping and tracking algorithms for face, head & shoulder full figure detections on ARM on zynq-706 Xilinx board. 5. Design and development of HOG-SVM driver on ARM with Linux OS. 6. Applications development of client/server in C and MATLAB to support communications between PC host and HW ARM board for real time rendering of annotations, testing and debugging .--
SW Architect Mar 2006 - Dec 2013
Tiridet Microelctronics, Hyderabd, Maharashtra India
Industry: Semiconductor
To develop audio and video algorithms for STB.
1. Firmware and software design, development and optimization of MPEG-2 and MPEG-4 AVC video decoder on Trinity RT Linux platform using HW video accelerators. 2. Firmware and software design, development and optimization with Dolby Certification of DD Plus audio decoder, MP3 decoder, AAC/AAC+ audio decoders, DTS transcoder, RP-20 audio post processor on Trinity RT Linux platform. 3. Firmware and software design, development and Fixed Point prototyping and optimization of audio decoders on Durango platform.--

VJTI, Mumbai June 1986 - June 1990
Mumbai, Maharashtra, India
Degree: Bachelor's Degree
Major:Electronics
Specialization in digital design and microcomputer system design.

SW Architect - Developer Compute Vision, Machine Learning, Embedded Systems, C/C++, MATLAB, DSP