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rsrivastav54's Projects

bitcoin_miner icon bitcoin_miner

Using Erlang's Actor Model, we've created a simulation of bitcoin mining. To mine bitcoins with the required exact number of leading zeros, we employed the SHA256 algorithm. In addition, we've put in place IP address-based remote configuration between client and server devices.

chord_protocol icon chord_protocol

This project aims to design the Chord protocol and a simplistic object access service to demonstrate the Chord protocol's utility using Erlang and Actor Model.

gan_vs_vae icon gan_vs_vae

Code for GAN, DCGAN and VAE as part of semester project

gator_library icon gator_library

GatorLibrary is a software system to effectively oversee books, patrons, and borrowing operations. In order to build such a system, a Red-Black Tree data structure is used to ensure efficient book management using book ID and using a min-priority binary heap mechanism to manage book reservations based on patron IDs and their priority.

gossip_simulator icon gossip_simulator

The aim of this project is to implement Gossip and Push-Sum protocols over 4 different kinds of topologies and observe the convergence time performance for each topology uptill 8k nodes (Gossip) and upto 1k nodes (Push-Sum).

log_data_visualizer icon log_data_visualizer

Our application – Log Data Visualizer – aims to provide an effective solution for this very issue. We have created a visualization structure that will convert a large amount of textual log data into a visual summary so that it is easy to interact and gain insights from the given log data.

nlp_rag_project icon nlp_rag_project

Code, Dataset and Response Generation files for RAG based LLM implementation for Llama and GPT

skin_lesion_detection_efficientnet icon skin_lesion_detection_efficientnet

The HAM10000 dataset, which contains 10,015 photos of skin lesions divided into seven differ- ent kinds, is used in this research to propose a deep learning method - EfficientNet for categorizing skin lesions. Subsequently, we compare the performance of our model using well-established machine learning techniques.

twitter_project icon twitter_project

This project aims to design a Twitter Clone which performs all the functionalities of the twitter application and a client tester/simulator to test the above used functionalities.

weather-app-usa icon weather-app-usa

A weather app that shows average temperature in the last 5 days from capital cities of US states

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