“Sparsh is an amazing person to work with. During my internship at Wingify, Sparsh made it possible that I make the most out of the opportunity Wingify gave me by learning as much as I can and enjoying everything that I worked on. This made it possible for me to actively get involved with just about any project during my internship and learn and contribute as much as possible. Sparsh let me take ownership of my work, allowed to me to make crucial decisions and supported me with everything I needed to accomplish my goals. He is very approachable and one can walk up to him with any problem at any time. He makes sure that you are never stuck with problems and always enjoying everything you do. He is always open to new ideas and I learned a lot of things while discussing ideas and problems with him. It was an amazing learning experience working with Sparsh and it would be my pleasure to work with him again in the future.”
Activity
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We’re thrilled to be showcasing ABC Fuels Pvt Ltd at the Yashobhoomi Convention Center, Dwarka, Delhi. We are eager to present our innovative biomass…
We’re thrilled to be showcasing ABC Fuels Pvt Ltd at the Yashobhoomi Convention Center, Dwarka, Delhi. We are eager to present our innovative biomass…
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As I embark on a new chapter in my career, I wanted to take a moment to express my heartfelt gratitude to the incredible individuals at Wingify who…
As I embark on a new chapter in my career, I wanted to take a moment to express my heartfelt gratitude to the incredible individuals at Wingify who…
Liked by Sparsh Gupta
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We often consider CEOs to be generalists but they’re specialists in disguise. They specialise in breaking down big problems into parts, choosing…
We often consider CEOs to be generalists but they’re specialists in disguise. They specialise in breaking down big problems into parts, choosing…
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Experience
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Education
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University of Oxford
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Activities and Societies: Secretary - Events, Talks, and Seminars at Oxford Indian Society, 2009
- Average Marks: 72% (Distinction)
- Coursework: Information Retrieval, Machine Learning, Intelligent Systems, Database System Implementation, Computer Security, and Databases.
- Thesis titled "Web content recommendation using machine learning on user mouse-tracking data." -
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Activities and Societies: Web development office, CCB, Innova, Mach, Troika
Aggregate Percentage: 71.4%
Publications
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Web content Recommendation using Machine Learning on user Mouse Tracking Data
University of Oxford
See publicationThe websites are becoming more and more dynamic but not intelligent. Based on certain mouse clicks or user choices, todays dynamic websites can mold themselves but cannot predict relevant data intelligently. The data contained in todays websites is growing and the number of users demanding unique different information is also ever increasing. This has created a challenging problem of delivering the right content to every user. This thesis is an original work concentrating on solving this…
The websites are becoming more and more dynamic but not intelligent. Based on certain mouse clicks or user choices, todays dynamic websites can mold themselves but cannot predict relevant data intelligently. The data contained in todays websites is growing and the number of users demanding unique different information is also ever increasing. This has created a challenging problem of delivering the right content to every user. This thesis is an original work concentrating on solving this problem of generating relevant content for each individual user. One of the primary inputs used by the project is the mouse movement behavior of the user. If the website capturing mouse movements is built in such a way that the mouse pointer is mostly close to the point of gaze of the user, then the mouse movement behavior would theoretically mean tracking the eye of the user. Based on this mouse movement data, further content can be predicted and personalized for each user using one or more machine learning models. This thesis proposes a complete methodology of building and implementing such a system. As a proof of concept, an online shopping website has been built and further tests have been conducted which gave a remarkable accuracy of 84.09% when compared with the actual needs of the user. The working demonstration of the project along with its description is available online at http://sparshgupta.name/MSc/Project
Courses
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Computer Security
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Database Systems Implementation
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Databases
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Information Retrieval
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Intelligent Systems I
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Intelligent Systems II
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Machine Learning
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Recommendations received
10 people have recommended Sparsh
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