Rajit Sanghvi's Projects
IBM Data Science Professional Certification
Fast multigrid solution for Parabolic bilinear optimization problem
Black-Scholes model for optional pricing implementation in Python
Constrained control problem using Newton Multigrid method
Early stopping using PyTorch and ML experiment tracking tool Neptune for CIFAR10 Image Classification dataset
Multilayer perceptron neural network from scratch
Convolution Operation
Implementation of Interface Quasi-Newton - Least Square model (IQN-ILS) for fluid-structure interaction (FSI) in Python
Markdown Cheatsheet for Github Readme.md
Pneumonia detection from X-ray images using Convolution Neural Network
Implementation of Multigrid-in-channels in PyTorch
ML Zoomcamp from DataTalks.Club by Alexey Grigorev, Principle Data Scientist at OLX Group, Berlin.
The code from the Machine Learning Bookcamp book
MLOps certification course offered by DataTalks.Club
Free MLOps course from DataTalks.Club
Model Order Reduction Techniques
Movie recommendation system using Keras and tensorflow
Newton Multigrid V-Cycle using Linear algebra Eigen library in C++
Multigrid method solved for Laplacian problem on 2D-Grid
Feedforward and convolution neural networks using Pytorch Framework
A clean setup of Mac OS X 10.15 for [Python] development and more: [ Tech Stack -- Mac Look and Feel -- Terminal Look and Feel -- Git with 2FA -- Preferences -- Backups -- Dotfiles ]
Implementation of finite element theory using Object Oriented Programming (OOP) in Python
End-to-end MLOps pipeline using Mage, MLFlow, Prometheus, and Grafana
Pose estimation model deployed using FastAPI
Prediction of Call Volume for Seattle Fire Department using Machine Learning
Repository to store sample python programs for python learning
Python docker images