Bengaluru, Karnataka, India
11K followers
500+ connections
About
Experience & Education
View Shekhar’s full experience
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Licenses & Certifications
Publications
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A Scalable collaborative filtering recommendation approach using item-to-item and user –to-user similarity mapping.
Under Review
Courses
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Advanced Algorithms
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Advanced Mobile Computing
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Artificial Intelligence
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Computer Networks
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Computer Organization & Architecture
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Database Management System
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Introduction to Machine Learning
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Introduction to Python for Data Science
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Operating System
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Soft Computing
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cloud computing
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Projects
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An analysis of Memory and Model based Collaborative Filtering Algorithms based of Various Similarity Functions
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• Worked on four different Modules. Used various similarity functions such as cosine similarity to calculate the maximum similarity between objects.
• Mainly used Jaccard Similarity for item similarity calculation & Adjusted cosine similarity for users similarity calculation.
• Used three different evaluation metric to measure the performance of the system on different datasets.
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Recommendation System using collaborative filtering technique for music and movies datasets.
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It was a research Oriented Project, In which we experimentally figured out which similarity measure would be best suited to calculate the similarity between either songs or users.
RECOMMENDATION APPLIED & TESTED ON MILLION SONGS DATASET & MOVIES DATASET
-->Used dataset was Million songs dataset released by Columbia University.
-->Used Adjusted cosine similarity to calculate the similarity between songs
-->Used Jaccard similarity measure to calculate the similarity between…It was a research Oriented Project, In which we experimentally figured out which similarity measure would be best suited to calculate the similarity between either songs or users.
RECOMMENDATION APPLIED & TESTED ON MILLION SONGS DATASET & MOVIES DATASET
-->Used dataset was Million songs dataset released by Columbia University.
-->Used Adjusted cosine similarity to calculate the similarity between songs
-->Used Jaccard similarity measure to calculate the similarity between users
--> KNN Algorithm was used to recommend top n items -
Bank System
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Bank System was an in-house project of Webdukes Technology Pvt. Ltd. basically it is a standardized project of Bank System which provides Payroll generation, Time and Attendance system & Leave system. Bank System itself using this Application to maintain the Employee Record Status and Payment. It is a global project which based on the internet. Even we are going to provide such an application facility to our client also. By which they can maintain their Database through our company. It is…
Bank System was an in-house project of Webdukes Technology Pvt. Ltd. basically it is a standardized project of Bank System which provides Payroll generation, Time and Attendance system & Leave system. Bank System itself using this Application to maintain the Employee Record Status and Payment. It is a global project which based on the internet. Even we are going to provide such an application facility to our client also. By which they can maintain their Database through our company. It is completely web-based with SOA (service-oriented architecture).
Responsibilities:
=>This project had 8 modules and I had the responsibility to complete one of the modules called Human Resource Management system (HRMS).
=>I basically worked with C#, C++ for creating procedures, functions and for integrating other modules of application with the existing one.
=>In case of handling back-end requests, we had SQL server. SQL was the main query language I had worked with for fetching records and showing them on other module interfaces if they are required.
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Daycares Now
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Daycares Now assists families and caregivers to connect with each other. We do not charge fees to local nannies/ caregivers and do not take a percentage of their salaries. This ensures that the best nannies/ caregivers come to us first, and this means that the nanny looking after your children or the caregiver looking after your elderly loved ones are one of the best.
Responsibilities:
=>Developing Database Objects (Packages, Procedure, Sequence, and Index).
=>Primarily my…Daycares Now assists families and caregivers to connect with each other. We do not charge fees to local nannies/ caregivers and do not take a percentage of their salaries. This ensures that the best nannies/ caregivers come to us first, and this means that the nanny looking after your children or the caregiver looking after your elderly loved ones are one of the best.
Responsibilities:
=>Developing Database Objects (Packages, Procedure, Sequence, and Index).
=>Primarily my responsibility as a team member to provide database support.
=>Writing methods in C# for handling front-end request.
=>Follow up with the technical team and client (Parallel and live run) until the project went live.
=>Conducted end-user training sessions for exercising full use of the application.
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News Website
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A Major Project during B.Tech.
Tools and Technology: Asp.Net, C#, HTML, CSS, SQL, Visual Studio, MS SQ Server, Ajax Toolkit, Bootstrap -
Network Monitoring Over LAN
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It was a Minor Project During B.Tech.
It was a small application built on MS Dot Net Framework using WPF, C#, Asp.Net, MS SQL Server.
Languages
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English
Professional working proficiency
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Hindi
Native or bilingual proficiency
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