Projects
This page lists some interesting projects done before mid-2019. Some of these projects have a project page which contains more details.
Projects done at Visa and Oracle are listed here.
Please feel free to reach out to me for any questions.
all
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2017
Inline implementation of End-to-End memory networks An inline implementation of the end to end memory networks. [code] -
2015
Numerical Relation Extraction with Minimal Supervision To harness the Web for numerical relations, where relations are 3-tuples linking an entity to a number, like Co2 emission of India, Average age of Camel, etc. [project page] [report] [code] [presentation] -
2015
Trends in Enterpreneurship How has Entrepreneurship as a concept evolved over the last few years? What's the typical demographics of an entrepreneur and where are they located? [report] -
2015
Optimal Load Assignment while Ensuring Fair Usage and User Satisfaction via Entropy Maximization You want to optimize for the number of hours which the ACs and the Fans are turned on in the labs, but you want to also make sure everyone is happy. Convex Optimization for the help! [report] -
2015
Analysis of a Convex Formulation for Distant Supervision and Fitting a Custom Kernel A detailed analysis of this work and present experiments that hint at a potential for improvement [report] [presentation] -
2015
Technical Reviewer: Mastering Machine Learning with scikit-learn As one of the technical reviewers, I was responsible for reviewing code and content for a book aimed at introducing machine learning using scikit-learn. I was offered this opportunity during a very busy semester while I was at IITB, but undertaking it turned out to be a good decision; it helped my ML as well as technical writing skills. Amazon link to the book -
2014
English SMS to Hindi Translation Translator that takes English text written in SMS style abbreviated form to Hindi. For example, "hw r u?" is translated to “आप कैसे हैं?" [project page] [presentation] -
2014
MovieSim Given a movie, recommend other movies that have similar plots. [project page] [report] -
2013
Distributed Compilation as a Service To build a system that can provide the idle CPU time of the machines in a computer lab as a service to the users. [project page] [report] -
2014
Delic Find out all the clauses in a given piece of license that the end user must absolutely know before they click on I Agree. The project won AngelHack Mumbai Hackathon 2014. My team also got us accepted to their incubator with an initial funding, but we decided to focus on our degrees at that point in time. Checkout the Delic project page which includes pointers to the code. -
2014
Occurrence Statistics Of Entities on the Web To estimate the ratio of Entities (People, Organization, etc.) in a given text corpus using maximum mean discrepancy. In the process, I ended up surveying the state of the art in named entity disambiguation. Checkout the presentation for an overview of the tools or the report for an overview of the literature and techniques. [project page] [report] [presentation] -
2012
Codeplay An Android game that helps children in learning how to program while having fun. The game won a countrywide competition organized by TCS in 2012, Mobeel, with over 258 teams. [project page]
nlp
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2017
Inline implementation of End-to-End memory networks An inline implementation of the end to end memory networks. [code] -
2015
Numerical Relation Extraction with Minimal Supervision To harness the Web for numerical relations, where relations are 3-tuples linking an entity to a number, like Co2 emission of India, Average age of Camel, etc. [project page] [report] [code] [presentation] -
2014
English SMS to Hindi Translation Translator that takes English text written in SMS style abbreviated form to Hindi. For example, "hw r u?" is translated to “आप कैसे हैं?" [project page] [presentation] -
2014
MovieSim Given a movie, recommend other movies that have similar plots. [project page] [report] -
2014
Delic Find out all the clauses in a given piece of license that the end user must absolutely know before they click on I Agree. The project won AngelHack Mumbai Hackathon 2014. My team also got us accepted to their incubator with an initial funding, but we decided to focus on our degrees at that point in time. Checkout the Delic project page which includes pointers to the code. -
2014
Occurrence Statistics Of Entities on the Web To estimate the ratio of Entities (People, Organization, etc.) in a given text corpus using maximum mean discrepancy. In the process, I ended up surveying the state of the art in named entity disambiguation. Checkout the presentation for an overview of the tools or the report for an overview of the literature and techniques. [project page] [report] [presentation]
ml
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2015
Numerical Relation Extraction with Minimal Supervision To harness the Web for numerical relations, where relations are 3-tuples linking an entity to a number, like Co2 emission of India, Average age of Camel, etc. [project page] [report] [code] [presentation] -
2015
Technical Reviewer: Mastering Machine Learning with scikit-learn As one of the technical reviewers, I was responsible for reviewing code and content for a book aimed at introducing machine learning using scikit-learn. I was offered this opportunity during a very busy semester while I was at IITB, but undertaking it turned out to be a good decision; it helped my ML as well as technical writing skills. Amazon link to the book -
2014
English SMS to Hindi Translation Translator that takes English text written in SMS style abbreviated form to Hindi. For example, "hw r u?" is translated to “आप कैसे हैं?" [project page] [presentation] -
2014
MovieSim Given a movie, recommend other movies that have similar plots. [project page] [report]
analytics
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2015
Trends in Enterpreneurship How has Entrepreneurship as a concept evolved over the last few years? What's the typical demographics of an entrepreneur and where are they located? [report]
convex-optimization
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2015
Optimal Load Assignment while Ensuring Fair Usage and User Satisfaction via Entropy Maximization You want to optimize for the number of hours which the ACs and the Fans are turned on in the labs, but you want to also make sure everyone is happy. Convex Optimization for the help! [report] -
2015
Analysis of a Convex Formulation for Distant Supervision and Fitting a Custom Kernel A detailed analysis of this work and present experiments that hint at a potential for improvement [report] [presentation]
distributed-systems
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2013
Distributed Compilation as a Service To build a system that can provide the idle CPU time of the machines in a computer lab as a service to the users. [project page] [report]
android
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2012
Codeplay An Android game that helps children in learning how to program while having fun. The game won a countrywide competition organized by TCS in 2012, Mobeel, with over 258 teams. [project page]