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Taranjyot Singh's Projects

3.-modeling-and-simulation-of-fast-food-restaurant icon 3.-modeling-and-simulation-of-fast-food-restaurant

This project focused on modeling a simulation system to reduce the waiting time of the customers. Software like NetLogo, Monte Carlo, and Arena Simulation software were used to simulate the project as well as verify and validate it.

auth icon auth

authentication module using jwt

design-improvement-and-quality-control-of-boeing-737-max-aircraft icon design-improvement-and-quality-control-of-boeing-737-max-aircraft

The main purpose of the project is to investigate the root cause involved in the SDLC of the Boeing 737 Max design failure. All the phases were thoroughly presented from the project Initiation (Correlation Analysis and VSM) and Planning (DOE and SCM) to Quality Control and Risk Management to provide insights on the root causes and improve the system.

number_of_palindromes icon number_of_palindromes

The project aims on finding all possible palindromes in a given string. Unit test cases are included in the project so as to ensure that all code is up to the quality standards.

ocr icon ocr

It involves the use of python language to recognise the characters (single digit numbers) using artificial intelligence concepts to provide 90% of accurate results.

pca-for-diagnosis-of-heart-disease icon pca-for-diagnosis-of-heart-disease

In this project, I applied Principal Component Analysis to study the performance of clustering algorithms on the Cleveland heart disease dataset. The report is divided into two parts. In the first section, we apply PCA on a dataset of 303 people corresponding to the 14 specific features. We found that 88.3% of the explained variance was in the first 2 principal components. In the second section, we have used logistic regression for classifying the observations.

wpca icon wpca

Weighted Principal Component Analysis (PCA) in Python

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