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Satyajit Kamble's Projects

blink-detection-cv2 icon blink-detection-cv2

This is just a fun toy project to count the number of blinks when a particular user is doing work on-screen.

hate-speech-detection icon hate-speech-detection

Hate speech detection from code-mixed Hindi-English tweets using deep learning models. This project reports an increment to the state-of-the-art in hate speech detection for English-Hindi code-mixed tweets. The models result in an improvement of about 12% in F-score over a past work that used statistical classifiers.

incognito-buzzroom icon incognito-buzzroom

A virtual meetup location where people can choose to chat anonymously and/or do video one to one video conferencing over peer-to-peer video connections

instagif icon instagif

Fetch and play with GIF's real-time using asynchronous javascript and JSON, Using the Giphy public API.

instagif-express icon instagif-express

Created cutom API to fetch gifs and music - used express - got a fair understanding of promises and async/await. Understood Cross Origin Resource Sharing.

lstm-sequence-counter icon lstm-sequence-counter

Using LSTM's in tensorflow to calculate number of 1's in a generated binary element dataset

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

public-apis icon public-apis

A collective list of free APIs for use in software and web development.

qml-nodejs-chatchallenge icon qml-nodejs-chatchallenge

This simple app was created as a challenge submission. It was created using Qt Creator, QML and Nodejs. The Challenge was meant to test adaption to new software.

rocket.chat icon rocket.chat

The ultimate Free Open Source Solution for team communications.

scraping-linkedin icon scraping-linkedin

This code repo would allow students to scrape Linkedin for extracting internship and job details of various companies. This would allow for a broader scope of opportunities.

skipgram-model icon skipgram-model

Implemented the skip-gram model for Word2Vec, complete with data pre-processing and a sweet word embedding visualizer in tensorboard

stubhub-ticket-exchange-and-resale icon stubhub-ticket-exchange-and-resale

Clone of the Stubhub ticket exchange web app. Seperated service implementations into microservices hosted on kuberenetes cluster with NATS event streaming.

task-manager-nodejs-httpmethods icon task-manager-nodejs-httpmethods

Spinned up a Nodejs server and created REST API's using mongodb, express routers and models(with validation) for managing tasks. Most of the HTTP/2.0 methods such as GET, PATCH , PUT, POST and DELETE are supported. An attempt to understand the structure and functioning of nodejs.

tensorflow-workflow icon tensorflow-workflow

Implementation of ANNs, CNNs, LSTMs, logistic regression etc, and documentation of simplified approach.

the-django-blog icon the-django-blog

It is a Blog website where users can create accounts, make posts and view other posts. Other functionalities include resetting passwords with email, resizing profile pictures and updating profiles.

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