About
Experience & Education
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CSC Corptax
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Licenses & Certifications
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An Introduction to Interactive Programming in Python
Coursera Verified Certificates
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Volunteer Experience
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Blood Donor
American Red Cross
- Present 11 years 8 months
Health
I regularly donate blood to try and do my part to save any lives possible.
Publications
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A Novel Approach To Record Sound
International Journal of Research in Engineering and Technology
Analog sound recording is done with the help of a microphone when the diaphragm vibrates due to the changes in atmospheric pressure which are recorded as a graphic representation of the sound waves on a medium such as magnetic tape. Digital recording converts the analog sound signal picked up by the microphone to a digital form by a process of digitization. Both Analog and Digital Sound recording techniques have their pros and cons. However, the common disadvantage that both these techniques…
Analog sound recording is done with the help of a microphone when the diaphragm vibrates due to the changes in atmospheric pressure which are recorded as a graphic representation of the sound waves on a medium such as magnetic tape. Digital recording converts the analog sound signal picked up by the microphone to a digital form by a process of digitization. Both Analog and Digital Sound recording techniques have their pros and cons. However, the common disadvantage that both these techniques suffer from is the loss in the clarity of the signal due to distortion and attenuation of signal during propagation from the source of sound to the diaphragm of the microphone. This paper presents a novel approach that will get rid of the problems like signal attenuation and distortion while recording audio signals The approach is based on mapping the vibrations of the source with a High Speed camera by using Computer Vision techniques like Object Tracking. We prove that the approach is noise-resistant and can record a signal by maintaining a high quality, which is much better than the quality of the signal recorded by a microphone. Moreover, the approach can take sound recording and reproduction to a new level by making it possible to select a source when there are multiple sources producing audio signals simultaneously. A technology based on the proposed approach will particularly benefit researchers interested in recording the minute details of the audio signal of any frequency, without being restrained by the limitations of the recording system or the distance of the source of sound.
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Comparison of Intel Processors
IEEE magazine
This article compares all the Intel's processors created till 2011 to give an overview of how the chipsets work and how do the compare against one another.
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Discovered pattern in numeric multiplication and coined a formula for faster calculation (Three research articles)
Mid-Day (National Newspaper)
Patents
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Created the concept of Thick Geometry
IN © L–28592/2007
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Plotted exact value of π on Real Number Line
IN © L–28592/2007
Courses
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Analysis of Algorithms
CSE 548
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Data Mining meets Graph Mining
CSE 590
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Introduction to Computer Vision
CSE 527
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Operating Systems
CSE 506
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Social Networks
CSE 592
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Switching and Routing in Parallel and Distributed Systems
CSE 626
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Theory of Database Systems
CSE 532
Projects
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Capacity Management
- Present
This project analyzes the emails sent to XPO's capacity management system to try to figure out what are the available capacities of the trucks so that they can be matched best with the nearest available load increasing the efficiency of the capacities of the XPO trucks and their partners.
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Lunchex
See projectThis is a app which connects travelers to the localities so that tourists will get the real feel of every monument or an attraction to the fullest.
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CricDeCode
This app is specifically focused on bringing the professional level analysis provided to International Cricketers to everyone with a smartphone. Within few days of its release it was downloaded and used by many International Players. It was also appreciated in national newspaper like Hindustan Times, The Sunday Guardian, etc. and premiere Cricket news provider: ESPN CricInfo. It is still the only cricket analytics app on Play Store, aiding players to improve their game strategies and for…
This app is specifically focused on bringing the professional level analysis provided to International Cricketers to everyone with a smartphone. Within few days of its release it was downloaded and used by many International Players. It was also appreciated in national newspaper like Hindustan Times, The Sunday Guardian, etc. and premiere Cricket news provider: ESPN CricInfo. It is still the only cricket analytics app on Play Store, aiding players to improve their game strategies and for complete self assessment. It has received ratings of 4.7+/5.0 by hundreds of users.
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Huddle–Up!!
This is the Official App for communication throughout the Bhavans' campus. It had a web interface as well as the mobile apps. It was necessary that it is reliable and scalable. It was also used to teach Google App Engine to students.
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e–Library
This is the Official way to access library at Sardar Patel Institute of Technology. It was created on Ubuntu. It handles audio books, video lectures, and e-books. It also handles the Book management throughout the library.
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Netmeeting-manager
See projectI created this application to solve my objective to let my parents conduct their office meetings from house. It excels at other free alternatives because it has a unique Face Detection algorithm randomly checking that if the client is present or not during the meeting. This fetched me a few university level, state level, and national level awards
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Chatbot
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This project was a part of emerging tech initiative by XPO. Chatbot is a Python based internal app that automated calls, texts, WhatsApp texts, emails to drivers to track their location so that we can avoid calling them every other hour. This application is also set so that it can be easily be modified to make different types of automated calls like tracking if the driver picked up right amount of load, or if the driver made has correct temperature set for the refrigerated loads etc. The…
This project was a part of emerging tech initiative by XPO. Chatbot is a Python based internal app that automated calls, texts, WhatsApp texts, emails to drivers to track their location so that we can avoid calling them every other hour. This application is also set so that it can be easily be modified to make different types of automated calls like tracking if the driver picked up right amount of load, or if the driver made has correct temperature set for the refrigerated loads etc. The management is looking into multiple ways to grow the project.
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AR App
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This project was a part of emerging tech initiative by XPO. This facilitates our end users to try the web based AR to try how their new purchase would look in their house without waiting for it to be shipped. This also empowered the users to return the product earlier so that it smoothens the process for everyone.
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XPO Xpedite
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This project is an internal Google Home app
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ShipXPO
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See projectThis project was a part of emerging tech initiative by XPO. As more and more people started using Google Home and Alexa as a part of their day to day life, we at XPO wanted to be sure that we could help our end users track and reschedule their orders at the comfort of their voice at anytime so that they don't need to give us a call to reschedule or track the package.
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Novel Approach to Skim Text
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See projectTo speed up the previously defined skimming algorithm according to paper and to make it more efficient. Also, to create a better Skimmed version. Which means we would have less number of words selected in the final output, thus a better skimmed results. This in turn should help me speed the algorithm as well.
Developed an algorithm providing 48% more accurate skimmed text in real time, fetching best thesis award. -
SBUnix - Preemptive Unix OS
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This is a completely working 64 bit OS. This OS was completely written from scratch. We had to write all the system calls. Memory management was a major part of this project, we had to support Demand Paging. Executing applications was another major part of the OS. And this being a Preemptive OS, we had to switch between processes either on timer ticks, or on system call Yield.
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A brief tutorial to port an Android ROM for one device to another
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See projectThis is a tutorial for how to port a ROM (an Android OS) specifically made for one device to other device. In this tutorial I port Android 5.0 named as Android Lollipop made for Google Nexus 5 to Google Nexus 7 (2012 model). There are few challenges involved here. One, the device I’m porting the ROM to is quite old. Two, The Device I’m porting from is a cellphone and the device I’m porting to is a tablet. During the whole process I failed many times, but due to the interest I had in this…
This is a tutorial for how to port a ROM (an Android OS) specifically made for one device to other device. In this tutorial I port Android 5.0 named as Android Lollipop made for Google Nexus 5 to Google Nexus 7 (2012 model). There are few challenges involved here. One, the device I’m porting the ROM to is quite old. Two, The Device I’m porting from is a cellphone and the device I’m porting to is a tablet. During the whole process I failed many times, but due to the interest I had in this project I completed it single handedly. Even though I have tried to keep this tutorial as illustrative as possible, I couldn’t capture the images of the device during some steps of the process because, unfortunately the device’s screenshot feature doesn’t work when the device is not switched on completely and the OS is running properly.
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Forecasting the Stock Market using Time series Analysis
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The aim of the project is to predict the trends of an individual stock of any Company. Data derived from innumerable sources like Yahoo finance for stock information, Google trends and daily media for stock market trends, Social Media for sentiment analysis and the web for classification. Sentimental analysis is accomplished through a combined financial sentiments word dictionary and Naive Bayes classifier.
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Predicting facial beauty using Convolutional Neural Network (CNN)
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In this project, we designed and trained a Convolutional Neural Network (CNN) to predict facial beauty. We configured a deep learning system based on Caffe (a fast framework for deep learning) and trained it to classify faces into one of the 5 classes based on facial beauty.
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Psychometric Systems
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This is my multidisciplinary research project that I undertook at Hansa Embedded Systems' Academy. It accelerates the process of revising the psychological tests. It is a central neural network to track the trend of the human intelligence and response time. It also can detect if a person suffers from any kind of mental disabilities. It helps the user train his brain.
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Opine
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See projectBeing CTO It was my responsibility for the fully tested product to be released in a timely manner. I implemented few 3rd party APIs for recharging prepaid cellphones. The app contains surveys of products to receive direct feedback from customers. I created the algorithm to detect if a user is spamming.
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Recording and Reproduction of Sound Using Computer Vision
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This was my Senior year project at my Bachelor's Degree. This makes an effort to create the best possible audio recording in the world. It excels at least 10000 times the best microphone ever created. It was appreciated by IEEE Transactions.
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Languages
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English
Native or bilingual proficiency
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