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Web based Quiz Management System

Web based Quiz Management System
NEW

Designed online application allows the instructor to design a quiz, restrict its access & shareability with unique code. Designed specialized Blind Quiz Module that allows visually impaired users to interact using speech commands.User authentication is handled through Firebase & MongoDB is utilized for storing and retrieving quiz information.

Fashion MNIST Dataset Analysis

Fashion MNIST Dataset Analysis
NEW

Conducted comprehensive exploratory data analysis (EDA on the Fashion MNIST dataset to gain valuable insights into the fashion images. This involved data cleaning, visualization, and statistical analysis to identify trends, patterns. Visualizations, such as histograms, bar plots & t-SNE plots, were used to showcase the distribution of different fashion item categories, providing a clearer picture of the dataset's structure and any potential patterns or anomalies.Designed and implemented CNN algorithms to solve classification problems on the Fashion MNIST dataset

Parking Management System

Parking Management System

Designed & developed a comprehensive parking system using React, Node, Express & MongoDb. Built a user-friendly interface where parking spaces are defined within the system, enabling users to effortlessly book available slots by proving real time availability updates using firebase cloud messaging (FCM).Integrated the Stripe payment gateway to facilitate secure and seamless transactions for Slot reservations

Climate Change: Earth Surface Temperature Data analysis

Climate Change: Earth Surface Temperature Data analysis

Collaboratively analyzed climate change climate change data, using a comprehensive dataset spanning over 250 years from around the world. Utilized advanced data cleaning and modeling techniques to extract insights and create predictive models for temperature variations, leveraging AWS for data storage and processing. Successfully implemented machine learning and time series analysis on Amazon SageMaker to forecast future temperature changes, achieving a low RMSE value of 14.34. Our work has significant applications in climate research, sustainable development, and risk assessment.