Biraj Karki's repositories
birajkarki
My personal repository
ant-design
An enterprise-class UI design language and React UI library
Building-a-ML-Workflow-For-Scones-Unlimited-on-Amazon-SageMaker
Developed an end-to-end ML pipeline to classify images of bicycles and motorcycles. I deployed the model using SageMaker and implemented AWS Lambda and Step Functions to ensure the application was both scalable and robust.
chat_app_MERN
MERN Chat App using ReactJS, Express, NodeJS, MongoDB, and Socket.IO
Jarvis-Desktop-Voice-Assistant
Your Own Personal Voice Assistant. It's a mini python project.
Landmark-Classification-Tagging-for-Social-Media
I built a robust pipeline to process user-uploaded images. I developed a convolutional neural network (CNN) that predicts the most likely locations based on visible landmarks for any given image, even when location metadata is missing.
MNIST-Handwritten-Digits-Recognition-Classifier-with-PyTorch
I built a neural network classifier using PyTorch to evaluate the MNIST Handwritten Digits dataset. I created a multi-layer model, defined the loss function and optimizer, and trained the network on labeled digit images. The model was fine-tuned through multiple epochs, and I assessed its performance by calculating accuracy on test data.
Predicting-Bike-Sharing-Demand-with-AutoGluon
Utilized AWS SageMaker to build a machine learning workflow that predicted bike-sharing demand. From data preprocessing to model training and evaluation, this project helped me hone my skills in creating scalable ML workflows.