Sourabh Kulkarni

-Multi- Spectral Analysis of gas mixtures using MEMS Spectrometer. -Experimental Setup and characterization of Optical and electrical components. -Spectral measurements from individual gases and their mixtures. -Spectral analysis and evaluation using multivariate analysis techniques namely; PCA, PLS and Artificial Neural Networks in Matlab and Python -Use of Tensorflow in Python

-Spectral measurements on PIR 7000 premium IR Gas detector. -Development of Mathemical model in Python to determine optical parameters. -Improve calibration model of PIR sensor - Test setup with test program for determination of optical parameters

-Processing of data obtained from velodyne sensor mounted on vehicle.

-Determination of material parameters for perforated MEMS structure used in FPI gas analyzer. -Study and implementation of different gradient descent optimization algorithms using object oriented programming in Matlab. -FEM modelling and FE- Analysis of perforated MEMS sensor in Ansys.

-Investigate magnetic properties in materials by Hall measurements. -Post processing of data in Origin and Matlab - Electrical Measurements and Characterization

-Sensor selection and porting in Emerson"s Control System -Develop Control system for Oil and Gas Processes. -Develop HMI and VB scripting. -Software and hardware test of project “National Petrochemicals, Saudi Arabia.”

- Microsystems Design (MEMS and MOEMS) - Optical Systems - Smart Sensor Systems - Semiconductor Physics - Characterization techniques

- Sensor Technology -Automation Technology - Analog and Digital Design - Micro controller and Micro Processors