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Pravar Singh's Projects

baymax icon baymax

Virtual assistant app for Alzheimer's patients

chatbot-watson-android icon chatbot-watson-android

An Android ChatBot powered by Watson Services (Conversation, Speech-to-Text and Text-to-Speech) and Mobile Analytics on IBM Bluemix.

electionresultspredictor icon electionresultspredictor

Using the provided dataset, implemented 4 different classification algorithms (K-Nearest Neighbor, Perceptron ,Multi Layer perceptron, Decision Tree) to determine if a candidate wins an election.The focus of this dataset is on how financial resources affected the result of the campaign.

hbc icon hbc

A Java HTTP client for consuming Twitter's Streaming API

indexbuilder icon indexbuilder

Generates an Inverted Index in binary format, a Lexicon , and an URL table. A Component of the search engine which helps in search query processing in a few milliseconds.Uses I/O effecient disk access techniques and compression.

java-sdk icon java-sdk

:bowtie: Java SDK to use the IBM Watson services. It supports Android.

nyc-crime icon nyc-crime

Analyzing NYPD Crime Data ranging from 2006 to 2016, exploring interesting relationships by combining different datasets

pacman_search icon pacman_search

Implemented AI agents for playing pacman using BFS, DFS & A-star Search Algorithms

pacman_search_2 icon pacman_search_2

Designed an agent to play Pacman video game using Hill Climber, Evolutionary & Monte Carlo Tree Search AI algorithms.

scalable-realtime-tweet-trend-and-sentiment-analyser icon scalable-realtime-tweet-trend-and-sentiment-analyser

A Tweet Map Web App Fetching tweets from twitter API and using Amazon Simple Queue Service , Simple Notification Service , a custom Java Servlet HTTP endpoint for indexing tweets to Amazon Elastic Search. Filters out tweets which are not in English and/or don't have Geolocation info and implements IBM Watson Natural Language Understanding API for Sentiment Analysis.

searchenginequeryprocessor icon searchenginequeryprocessor

Returns Top 10 URL results and corresponding ranking scores for user entered search query.Implements conjunctive as well as disjunctive query processing and uses BM25 as the ranking function.Very Efficient, returns results for conjunctive queries in less than 50ms.

shortcutbadger icon shortcutbadger

An Android library supports badge notification like iOS in Samsung, LG, Sony and HTC launchers.

tweet-map-app icon tweet-map-app

Streamed tweets to Firehose using Twitter Api, Stored the tweets in Amazon S3, and indexed in Amzon ElasticSearch. Subsequently sent AJAX request to Elastic Search End point Domain to retrieve the tweets based on search query.

webcrawler icon webcrawler

Crawls URL’s, Computes PageRank of the explored subgraph of web pages using Google’s Algorithm & downloads them.

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