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sapan-sharma's Projects

backpropnn icon backpropnn

Neural network trained by the backpropogation algorithm to apply in Hand-written digit recognition.

face-recognition-live-video icon face-recognition-live-video

live webcam is streamed from a mobile app; the stream can be view in the python app frontend; faces and names are identified and displayed real time

jquery-csv icon jquery-csv

A jQuery CSV parser plugin. Battle Tested | Optimized | 100% IETF RFC 4180 Complete

plant-scada icon plant-scada

This is a web based SCADA software that can be employed by all industrial plant operations. App is built using ReactJS (+ Syncfusion, tailwind), Django REST, Postgres.

plant-scada-django icon plant-scada-django

This is a web based SCADA software that can be employed by all industrial plant operations. App is built using Django (+bootstrap), Postgres.

rclassifier-clusteringapplication icon rclassifier-clusteringapplication

1) a Random forest and Backprop. Neural network based classifier for an education firm on a Dataset of courses taken by their current students to identify 1) which course/s a prospective student is more likely to take and, 2) a clustering algo. to identify attributes for creating a targeted marketing ad for the various courses they have to offer.

restapp icon restapp

springboot debian app for spinnaker

server-sent-text-to-speech icon server-sent-text-to-speech

Text is pushed using server sent events to multiple clients; the text is read aloud on the client side. This application doesn't use web sockets. It can be extended to make voice based chatbots at scale. push to multiple clients (similar to notifications) at scale is possible since web sockets are not used to communicate from server to client.

simplegeneticalgorithm icon simplegeneticalgorithm

This is a genetic algorithm that creates infix arithmetic expressions (e.g. 1 * 5 + 10 / 2 for 10).

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