A computer science and engineering graduate from Pennsylvania State University, USA, seeking a full time position in the area of software engineering, data science and business analytics with special interest in data science and analytics. Committed to professional development and research to ensure innovation in management and problem-solving.
Software and simulators: MS Access, Minitab, MARS, Xilinx ISE, Vivado, Quartus, ModelSim, Simple Scalar, GEM5
Statistical Data Analysis
Neural Networks and Machine Learning
Efficient management of resources
Projects Data Analytics and Machine Learning Thesis project: Prediction and assessment of ambient energy signals for energy harvesting systems.
Predicted stochastic signals like RF signals using prediction algorithms and calculated the energy required to power an NVP module using the predicted profiles.
I created an NVP simulator to estimate the number of backups required for both actual and predicted power profiles which turned out to be efficient.
Evaluation and comparison of artificial communities using ground truth We aimed to determine if the artificially generated communities had properties similar to the ground truth communities.
We performed a quantitative evaluation of real world networks with ground truth communities regarding how different structural definitions of network communities correspond to ground truth communities by using goodness metrics and similarity measures.
From the evaluation, it was evident that the artificially generated communities and ground truth communities are very different.
Sentiment analysis of movie and TV show reviews using Text Mining Compared the performance of different classifier algorithms - Naïve Bayes, Decision Tree, Maximum entropy for sentiment analysis on movie and TV reviews and displayed the results of sentiment analysis of a review using an API that we created.
The performance of the classifiers could be evaluated from the API depending on the sentence used to analyze the sentiment.
Operating systems Implementation and evaluation of CPU schedulers in a user-level threads package Implementation and evaluation of user space memory allocators like malloc() and free() Implementing the MapReduce function using pthreads Field Programmable Gate Arrays Implementation of different saliency algorithms on a FPGA and make a performance evaluation and comparison Different saliency algorithms like SUN, AIM, GBVS, DVA were compared and evaluated based on accuracy, power consumption, efficiency and scalability based on their implementations on a FPGA.
The main aim of this project was to determine which algorithm gives us the best performance.
Using the DE1-SoC boards with included Altera Cyclone V FPGA, controlled the Super Flying King UAV We designed the control systems that operate the on-aircraft servos through user generated Pulse Width Modulation (PWM) signals.
The control system was designed to also maintain "coordinated flight", zero lateral linear acceleration, while the craft is in motion.
This system maintained a straight and level flight while the aircraft was at a fixed throttle and also enabled the craft to perform a 360 degree roll about its longitudinal axis on command.
Computer architecture Implementation of SCI protocol used in Sequent NUMA-Q on GEM5 The aim of this project was to implement the cache-based directory protocol called Scalable Coherent Interface (SCI) protocol used in Sequent NUMA-Q on the GEM5 simulator and make a comparative performance evaluation with the commercial Sequent NUMA machines.
Computer vision and image processing Built a computer vision system to pick out and recognize regions of interest in a set of images and design an appropriate hit-and-miss transform Performed multiresolution analysis, pyramid decomposition and edge detection in images.
Non-linear filtering and anisotropic diffusion of a set of images along with implementing the Gabor filter transform Coursework Computer vision Multiprocessor architecture Database Management Digital image processing Numerical Computations Systems Operating systems Applied statistics Advanced Compiler Data structures and algorithms Regression methods Construction Social network analysis Data mining and analytics Digital design using FPGA Signals and Systems Digital Signal Processing Mobile communication Others Columnist for the university newsletter, Mirror, IIIT Bhubaneswar Event manager for Advaita, inter college literary events at IIIT Bhubaneswar Class representative for Electronics and Telecommunication, IIIT Bhubaneswar Three weeks experience in working with Mentally Challenged Children at Open Learning System, Bhubaneswar Actively associated with a Not for Profit Organization, National Institute of Applied Human Research and Development, Cuttack in their project on Care for Mother and Child in a disadvantageous condition Awards Awarded the certificate of credit in Mathematics and English and the certificate of participation in Science in the international assessments for Indian schools by The University Of New South Wales 1st prize in the State Level Essay competition on Vanamahotsav organized by the Forest Department, Government of Odisha Awarded third prize in state level painting competition Award for best creation by Pracheen Kala Kendra, Cuttack Awarded certificates of excellence in National Talent Search competition organized by Association of Odisha ICSE Schools Awarded the certificate of effort and participation in the sponsored music programme to raise funds for the blind at the St.
Louis Orchestra of the Blind.
08/2013 - 05/2016
Penn State － University Park, USA, PAGraduate Teaching Assistant
TA for the following courses: Computer Organization and Design, Numerical Computations, Programming for Engineers with MATLAB, Digital design: Theory and practice Assisted professors with classroom instructions, lectures, exams and other projects Responsible for grading the students based on their work Responsible for supervising experiments done by the students in the hardware labs Tutor students in the absence of the professor.
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Companies Worked For:
IIT Kharagpur Kharagpur
Department of Instrumentation
Department of Computer Science and Engineering
Department of Electrical Engineering
The Pennsylvania State University
International Institute of Information Technology
Job Titles Held:
Graduate Teaching Assistant
Masters : Computer Science and Engineering Bachelors : Electronics and Telecommunication
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