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Vatsal Gupta's Projects

ann-ga icon ann-ga

Computational Intelligence Assignment: Brief summary of recent research papers employing the use of artificial neural networks and genetic algorithm.

awesome-interop icon awesome-interop

A curated list of awesome resources and projects that concern blockchain interoperability

bi-lstm-based-query-resolver icon bi-lstm-based-query-resolver

This project enables user to get answers to their newly entered queries. The Bi-LSTM model is trained using some frequently asked questions and answers. The question with the closest semantic relationship to the newly entered query is considered to be the one having the minimum pairwise Euclidean distance between their sentence embeddings.

computing-for-data-science icon computing-for-data-science

Implementation of Support Vector Machines and Decision Trees (both ID3 and C4.5) in python. Handwritten numericals included as well.

donate-life icon donate-life

Donate Life serves as a platform for people to securely donate their organs and find a match. It is built on Ethereum blockchain using solidity language. The accounts of the people concerned can be connected via Metamask and the frontend is built using ReactJS.

e4u icon e4u

Web Development Project - Basic HTML and PHP

entrepreneurship-in-india-challenges-policy-efforts-and-potential icon entrepreneurship-in-india-challenges-policy-efforts-and-potential

Despite the growing startup culture, the highly competitive world presents several challenges for budding entrepreneurs, especially for the ones residing in developing nations. This paper seeks to examine the difficulties faced by entrepreneurs in one such country – India. In so doing, this paper analyses the underlying cultural values in India that acts as a barrier to entrepreneurship in the context of Hofstede’s cultural dimensions.

health-book icon health-book

Blockchain-Based Electronic Medical Records (EMR) Management with OCR Assisted Summarization

inspector-morse icon inspector-morse

Data Mining for Spatio-Temporal Rules with Geospatial Analysis of Crime Patterns

medicine-comparator icon medicine-comparator

This simple yet important application allows people to just add the name of any medicine and can get its basic details such as its purpose, salts, cost and alternative medicines.

network-intrusion-detection-using-machine-learning icon network-intrusion-detection-using-machine-learning

In this project, we have made a knowledge-based intrusion detection system which is also known as the anomaly-based system. It registers the anomalies and in future predicts such malicious network to send out an alert. This way, the network can disconnect to such a connection and then have only secured connections.

non-verbal-cues icon non-verbal-cues

Technology and Culture Assignment - Non Verbal Cues in F.R.I.E.N.D.S series

privacy-preserving-federated-learning-model-for-email-spam-detection icon privacy-preserving-federated-learning-model-for-email-spam-detection

This project aims to employ the federated learning technique to classify emails as spam or ham (not spam) while ensuring user privacy and data confidentiality. The model manifested in our project can help people recognize the nature of mails received without sharing their private information.

pytesseract-assisted-ocr-of-medical-documents icon pytesseract-assisted-ocr-of-medical-documents

This project makes use of cv2 and pytesseract to enable users to perform OCR on any given document. There are three separate py files. One is for pre-processing images to make it fit for the second python file: handwritten prescription.py. The third is an independent py file for extracting text from printed documents.

rock-paper-scissors icon rock-paper-scissors

Implementation of a 2 player rock-paper-scissors game using socket programming in python.

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