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Rishabh's Projects

ai-engine-for-scrabble icon ai-engine-for-scrabble

To develop the game of scrabble in Java with complete functionalities and options for single player or multiplayer playing. The Computer should play intelligently with the goal of winning with the maximum number of points. Having a small initial vocabulary, The computer player should keep on learning with its experience of playing consecutive games.

hindi-urdu-transliterator icon hindi-urdu-transliterator

Hindi and Urdu are very similar languages with different scripts, so there is a need to have a transliteration system between these native languages.

inventory-management-for-any-mega-mart icon inventory-management-for-any-mega-mart

To model mart-management software, where everything was automated, from customer to inventory maintenance. A new concept of automatic product delivery for elite customer is also introduced in this. Various models and class diagram in the process were made. Software was developed and maintained using WAMP server.

knowledge-representation-and-information-extraction icon knowledge-representation-and-information-extraction

PurposeNet is a semantic knowledgebase of artifacts, developed with purpose as the underlying principle of design. We aim at extracting different semantic relations (descriptive properties) from the Wikipedia for artifacts and then develop ontologies automatically using the web ontology language (OWL). To devise methods to populate the list of artifacts which are the basic unit of this system and to improvise the PurposeNet architecture including various new concepts into it.

on-demand-analytics icon on-demand-analytics

Provide a unified framework for analytics using various framework like hadoop, R, MPI etc.(Analytics Engine). User should not worry about choosing the framework. Automatic selection of framework and parameters based on algorithm, input size etc. is essential.

search-engine icon search-engine

Designed a scalable and efficient search engine using the wikipedia data. The search engine took less than a sec to search even the longest queries(tested upto 10 words per query) . It supports field queries (for 5 fields- title, infobox, outlinks, category and content) and the index size was less than 1/4 of the data size. Build my own indexing mechanism not using nutch or lucene to index the wikipedia data. Added Features: This search engine involved creation of secondary and tertiary indices as well. The end result was a robust search engine parsing almost every query.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

virtualization-orchestration-layer icon virtualization-orchestration-layer

Build a fabric that can coordinate the provisioning of compute resources by negotiating with a set of Hypervisors running across physical servers in the datacenter.

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