Portfolio item number 1
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portfolio
Portfolio item number 2
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projects
Face Recognition
Clicked faces of few of my batch mates and trained a model to recognize them.
Summer Research Fellow
Analysis of Eye Gaze Scanpath Data: Eye Movements are now widely used to investigate cognitive processes during reading. In this study, we tried to analyze the scan path data of different users.
Eye Tracking on Images
In this study, we tried to determine peculiar features in images during visualization by doing some computation on scanpath data and converting it in some meaningful form.
Classification of Images using ANN in Distributed Environment
Classified over 5000 images from 7 different categories. Extracted features by wavelet transform and trained an Artificial Neural Network.
Word Sense Disambiguation
Disambiguated the sense of ambiguous word (word having multiple meanings) based on the context it is used. In Information Retrieval systems we need to find the correct meaning of a word in a query to retrieve relevant documents.
Eye Tracking for Natural Language Processing
Eye Tracking for Natural Language Processing: Human Eye Movements patterns have been studied by psycholinguistics and computer linguistics to understand the cognitive aspects of natural language processing. For this, they often record the eye movements and find common trends that reflect the linguistic subtleties of text and are not prone to subjectivity. Thus it is required to engender method to find consensus eye movements.
publications
Weighted Least Square Twin Support Vector Machine for Imbalanced Dataset.
Published in International Journal of Database Theory and Application , 2014
This research work proposes a Weighted Least Square Twin Support Vector Machine (WLSTSVM) for imbalanced dataset.
Download here
researchinterns
Eye Tracking for Natural Language Processing
- Re-designed the website for Government Science College, Ahmedabad to make it dynamic.
- Integrated e-Learning Management portals like Mahara, Moodle etc. to the website, including features like integrated Single SignOn and clean URLs
Summer Research Fellow
Working on quality of ads in paid search advertisement division of BingAds platform, I accomplished the following tasks under the guidance of Darshat Shah :
talks
Adobe Sign
Adobe Sign is an another product which allowed documents to be signed digitally. I integrated Adobe Sign with Adobe Experience Manager forms via workitem to make it the part of AEM workflows.
Health Monitor
Adobe Experience Manager desktop application runs in a cluster within each organization. Each node represents once instance of AEM forms. Health of each node is periodically pinged and status can be visualized on admin console itself.
Livecycle Configuration Manager
Livecycle Configuration Manager is a installation software of Adobe Experience Manager Forms. It performs several set of operations to set up AEM Forms on customer’s system. Operations such as configuring application server, configuring database, Content repositories, Deploying WAR’s, initializing pdf generator etc. are tasks performed by the software.
Workitems and workflows
Adobe Experience Manager forms is enterprise product which provides adaptive and dynamic forms to SMB’s. AEM Forms also provides workflow management solution which can be created by workitems combined with several logical rules. Few Examples of workitems are: Sending document to printer, converting pdf to other formats, digitally signing the document etc.
Watched Folder
Watched Folders are folders which are watched by services running in the background. There are pre defined scripts which are performed on files inside watched folder. Scripts are controlled by customer who creates a watched folder. Watched folder serves as automating recurring tasks and performing similar operations on a set of files.
Drive Vicinity
In the product MileIq, I wrote a Job which aggregates last 1 month data of a user to determine the location visited a maximum number of times by the user. This location is set on the map when a user comes to miles dashboard.
Reporting Microservice
MileIq is the mileage tracking app which captures drives taken by users to help them reporting their miles and expenses for tax saving during year end.
Campaign Microservice
I worked in the Deals team in Booking.com. As Deals team, we launched several campaigns thorugh out the year, everywhere on the globe. I scaled the system to launch campaigns in few minutes with several configurations settigns including but not limited to specific_regions/ festivals/ discounts etc.
Deal of the Day
Deals of the Day is the program run by Booking.com to select parterns based on their attributes such as ratings, reviews, Bookings per day… This Program provides ranking boost to selective parterns on the search results page which inturn drives more Bookings.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.