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satyabhama reddy's Projects

analysis-of-algorithms-dijkstra-kruskal icon analysis-of-algorithms-dijkstra-kruskal

In this project, different routing algorithms to solve the Max-Bandwidth-Path problem have been implemented. These include Dijkstra’s algorithm with and without using a heap structure and Kruskal’s algorithm using heap sort.

image-classification icon image-classification

In this project, a deep learning model to perform 10 class image classification task is implemented. The model is trained on CIFAR-10 dataset. I have tried to explore both DenseNet and ResNet architectures with slight modifications and also built an ensembled model to make more accurate predictions.

pytype icon pytype

A static type analyzer for Python code

qachatbot icon qachatbot

A chatbot capable of utilising NLP techniques to parse given textual content and determining the answer to a question.

selfless-acts icon selfless-acts

A cloud-based application to share kind acts. The microservices in this application are containerized using dockers and managed by an orchestrator built from scratch which deals with Load Balancing, Fault Tolerance, and Auto Scaling of containers. Technologies Used: AWS VMs, Flask, HTML, CSS, Javascript, and PHP.

twenty icon twenty

Building a modern alternative to Salesforce, powered by the community.

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