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MasterHead

Hi 👋, I'm Sahil Shamra

I am currently pursuing my master's degree in Data Science from FAU Erlangen.

Connect with me:

sahilsharma50

Languages and Tools:

python mysql git tensorflow linux seaborn

Sahil Sharma's Projects

data-professional-survey-dashboard icon data-professional-survey-dashboard

This dashboard provides comprehensive insights derived from surveys within the data industry. The visualizations included are designed to offer a clear understanding of various aspects related to the field.

fully-connected-cnn-and-rnn-model icon fully-connected-cnn-and-rnn-model

Developed a complex neural network model using Python that incorporates Fully Connected layers, Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN). The model includes key components such as Pooling, Dropout, Batch Normalization, Flatten, Sigmoid, Softmax, and Tanh layers.

fy-2017-2020-sales-report icon fy-2017-2020-sales-report

This Power BI report provides a comprehensive analysis of sales data from the financial years 2017 to 2020. The report is divided into four main pages: Overview, Profit Margin, Country Details, and Product Details.

image-classification-on-custom-dataset icon image-classification-on-custom-dataset

Developed a custom image classification system utilizing the Flickr API to acquire images for a unique dataset. Implemented the ResNet50 model for accurate image classification. Integrated a real-time reporting feature that sends progress updates to a mobile device via a Telegram bot.

image-segmentation-on-cityscapes-dataset icon image-segmentation-on-cityscapes-dataset

This PyTorch script aims to train a SegmentationModel for image segmentation task using the CityScapes dataset, utilizing the DeepLabV3Plus architecture with a resnet34 encoder.

resnet-architecture-from-scratch icon resnet-architecture-from-scratch

This project implements and trains a variation of the widely used architecture, ResNet, for classifying images from solar panels. The goal is to identify defects in solar panels. The defects can be of different types, such as cracks or inactive regions.

route-navigation-for-visually-impaired icon route-navigation-for-visually-impaired

Leveraging a segmentation model, route instructions, and GPS coordinates, our goal is to provide accurate, real-time guidance to help visually impaired individuals navigate safely and confidently through various environments.

sales-dashboard icon sales-dashboard

The Sales Dashboard is a comprehensive tool that provides insights derived from sales data. The dashboard's visualizations are meticulously crafted to offer a clear understanding of various aspects related to sales performance over the years.

weather-impact-on-vehicles icon weather-impact-on-vehicles

Analyze different weather conditions and their impact on different types of vehicles involved in road accidents.

ws23-made-project icon ws23-made-project

Analyze different weather conditions and their impact on different types of vehicles involved in road accidents.

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