Sanket Bhure's repositories
L-T-EduTech-Hackathon-at-SHAASTRA-IITM
Concrete cracking is a major issue in Bridge Engineering. Detection of cracks facilitates the design, construction and maintenance of bridges effectively.
Android-App-for-Diagnosing
The goal is to calculate stride length and step length and compare them with known values for diagnosing Parkinson's disease.
Crack-Detection-Model
Concrete cracking is a major issue in Bridge Engineering. Detection of cracks facilitates the design, construction and maintenance of bridges effectively.
Dimensionality-Reduction-PCA-versus-Autoencoders
In this project, we explore the techniques of dimensionality reduction using Principal Component Analysis (PCA) and Autoencoders (AE). Dimensionality reduction is a crucial step in data preprocessing, enabling us to extract meaningful information from high-dimensional data while reducing computational complexity.
Expense-Tracker-App
An interactive web application built using Python, Streamlit, Plotly, and Deta's NoSQL database for expense tracking and visualization.
Machine_Learning_Projects
Personalized Medicine: Redefining Cancer Treatment
Optimal-Location-Selection-for-a-New-Restaurant-in-Chennai
This project aims to assist stakeholders in selecting an optimal location for a new restaurant in Chennai, Tamil Nadu, India.
Spell-Checker
Spell Checker using a bottom-up Dynamic programming approach in C++
Business-Intelligence
Design and Execute an end-to-end Business Intelligence Solution from scratch.
CS5830-Big-Data-Laboratory-Assignment-3
The assignment focuses on creating a pipeline to extract climate data from the National Centers for Environmental Information (NCEI) website, computing monthly averages of different parameters and generating data geoplots to visualize this information. The repository emphasizes the use of Git and version control practices .
CS5830-Big-Data-Laboratory-Assignment-4
This assignment focuses on building a robust pipeline to extract, process, and analyze climate data sourced from the National Centers for Environmental Information (NCEI) website. Our primary objective is to compute monthly averages of various parameters and calculate the coefficient of determination.
CS5830-Big-Data-Laboratory-Assignment-7
This repository enhances a FastAPI application with Prometheus for API monitoring and Grafana for visualization. It includes dockerization and scaling to multiple instances for comprehensive cluster health monitoring.
Fashion-Classification-An-MLOps-Approach
This repository contains the final project for the course CS5830: Big Data Laboratory. The project focuses on developing a comprehensive end-to-end MLOps pipeline for fashion classification.
MNIST-Digit-Classification-API-with-FastAPI
This repository contains a FastAPI module that exposes a REST API for digit classification using the MNIST dataset. Users can upload images of handwritten digits, and the API will predict the digit using a pre-trained model.
NRMS_new-for-MIND
A new NRMS model for the MIcrosoft News Dataset(MIND)
NLP-TWITTER-SENTIMENT
End-to-end machine learning project about twitter sentiment.