I published eight peer reviewed journal papers including publications in prestigious journals such as transactions on Signal Processing and transactions on Geoscience and Remote Sensing. I authored, presented and published over ten conference papers at international technical conferences including
I published eight peer reviewed journal papers including publications in prestigious journals such as transactions on Signal Processing and transactions on Geoscience and Remote Sensing. I authored, presented and published over ten conference papers at international technical conferences including IEEE Radar conference 2014 at Cincinnati. I am the first author for a US patent application on a new concept/invention named “Weighted OFDM modulation technology for Radar parameter estimation.”
Below is a summary of my work experience:
In my PHD work, I was also involved with two NASA funded projects at Geo-system Research Institute at Mississippi state university. My overall objective was to develop novel pattern recognition applications for analysis and improvement of existing satellite based hydrological datasets. As a postdoc at MSU, I was involved in a US Department of Defense funded project where the goal is to detect buried radioactive waste. I worked on a semi supervised learning approach for buried depleted uranium detection. In an another project on image processing, I proposed and implemented an advanced image processing algorithm for building detection in high resolution satellite imagery of an urban area. At the University of Maryland Eastern Shore, I participated in a DoD and National Science Foundation funded research on the adaptive radar. My responsibilities include development and implementation of cutting edge adaptive radar signal processing algorithms.
List of specialized skills:
§ Machine Learning: Support Vector Machines, Feed Forward Neural Networks with Back Propagation, and Clustering Methods.
§ Regression : Multivariate Linear Regression
§ Optimization: Ant Colony Optimization
§ Feature Extraction: Current methods in Feature Construction, Selection and Reduction Processes. Relevance ranking etc.
§ Parameter Estimation: Sequential Bayesian Estimation, Variational Bayes.
§ Radar Waveform design: Mutual Information based techniques, OFDM, Water-filling Algorithms.
§ Spectral Analysis: Singular Value Decomposition (SVD), Multivariate Multi-taper SVD, Wavelet-based techniques
- $30.00 HOURLY RATE
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