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Surjit Singh's Projects

flights-delay-cancellation-prediction icon flights-delay-cancellation-prediction

Performed EDA and feature engineering on flight dataset consisting of 5.8 million records. Developed classification and regression models to predict flight delays and cancellations from various features by building PySpark pipelines.

fraud-detection icon fraud-detection

Fraud detection using machine learning for determining whether a payment is legitimate or fraud. A Webapp is created in Streamlit for changing hyperparameters and comparing different models

job-scraping icon job-scraping

Job Scraping pipeline deployed in AWS with data in Neo4j graph database which is enabled using flask api and fed to end user through basic UI

nasa-log-analytics icon nasa-log-analytics

Processing NASA webserver logs with pyspark on AWS EMR. Tableau dashboard is created to generate insights from processed data.

university-job-management-system icon university-job-management-system

This is a Database Management System enabling students to apply for jobs posted by employers and events posted by University faculty. This system is developed using Java with SQL Server as the backend database system

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