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A framework for measuring customer satisfaction and product recommendation for Ecommerce.
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+ Aspect-level Sentiment Analysis on Amazon Product reviews and Real Time Sentiment Analysis on Real Time Twitter Data.
+ Built rule based NLP model of with negation handler with a Tkinter based GUI that dynamically analyses the customer review input using context dependencies.
+ Recommendation of products was done as feature based product recommendation and product based feature recommendation in the customer web portal.
+ Dynamic Data insights were provided according to granularity to various levels of manager in the manager web portal.
+ The project tried to project how natural language processing and machine learning can help businesses develop useful insights and learn about latent KPIs.
Tools used- Python, nltk, Tkinter , Stanford Parser, Knime, Tableau, d3.js, cloudera hadoop(hive, solr)
Key Role - Research into the domain, end to end project architecture design and implementation, debugging, testing, documentation, presentation
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Library Manangement using Radio Frequency Identification
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+ It is a project based on Managing transaction of students in library.
+ The main idea is giving a unique tag to each student as identity.
+ It uses RFID reader for reading the tags and thus allows to optimize operations like issuing a book, fine calculation etc.
+ Developed a matlab based Desktop application for the library staff to manage library operations and an web and android application for the students to view the books and issue one.
key Role- Project Architecture design, Database design, Managing differences between different interfaces, Testing, Debugging, Documentation, Presentation
tools - matlab , html, bootstrap, javascript, Mysql ,php, android
Prototype development for Happy Hearts Foundation
+ In the Hackathon- code for good, held by JPMC, we developed technical solution for a social problem faced by happy hearts Foundation.
+ Automated manual process of monitoring building constructions, by collecting information from both laborers and partners having access to smartphones and analyzing(Reports) and presenting them as insights(Data Visualization) in a web application for the partners and android application for the laborers to predict the delay time.
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tools- Android,php, MySql, html5, Bootstrap, Javascript, pChart(Visualization), AWS
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Key role - Brainstorming, Planning, Project design, few features of Web Application,debugging, testing, presention, Documentation
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