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Sankalp Jain's Projects

automatic-essay-scoring icon automatic-essay-scoring

Created a web app that can automatically score essays. The grading model was trained using HP Essays Dataset from Kaggle. Used Long Short Term Memory (LSTM) network and machine learning algorithms to train model. WebApp was created using Flask framework.

finger-count-recognition icon finger-count-recognition

Python script to detect number of fingers in webcam feed using OpenCV. Used the concept of contours and convexity defects to achieve finger count.

flower-species-classifier icon flower-species-classifier

Trained an image classifier to identify a total of 102 flower species. Data Augmentation was used to bring variety in the dataset. I also made a command-line interface for training and testing our model with various parameters using the ArgumentParser library in Python. Transfer Learning with VGG16 and Densenet121 was used to train our neural network using PyTorch.

identifying-customer-segments icon identifying-customer-segments

Project on real-time proprietary data for Bertelsmann Arvato Analytics to identify customer segments that form the core customer base of the company using unsupervised learning techniques. Data cleaning was an integral part of the project since the data used here was real-world. Techniques like Principal Component Analysis were also used for Dimensionality Reduction

ieee-cis-fraud-detection icon ieee-cis-fraud-detection

Detect Fraud from customer transactions. This project is part of the IEEE CIS Fraud Detection competition available on Kaggle.

loginapp icon loginapp

A sample Login app made using angular connecting JWT Api made using Spring Boot

movie-recommendation-system icon movie-recommendation-system

Different takes at creating a content based movie recommendation system using MovieLens dataset. One approach focuses on finding the correlation between different attributes to recommend movie. Another approach make use of the bag of word model along with machine learning algorithms.

quakereport icon quakereport

Android app to display 10 latest earthquakes in the world using USGS API

restapidemo icon restapidemo

A Sample Rest API made using Spring Boot for learning purposes

rocksdb-reader icon rocksdb-reader

A plug n play service to quickly view contents from your RocksDB. All you need is the column family name and the key to fetch the value!

samplejwtapi icon samplejwtapi

A Sample REST api made using Spring Boot for JWT Authentication

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