Vedant Thapa's Projects
Workflow engine for Kubernetes
XGBoost + Optuna
A streamlit application that plots the Bitcoin prices over the specified interval of time
Predicting the purchase of a car using Decision Tree algorithm
Popular Kubernetes CRDs (CustomResourceDefinition) in JSON schema format.
Solutions to Stanford CS231n Convolutional Neural Networks for Visual Recognition course assignments
Pet projects demonstrating data wrangling, visualisation and analytical skills in python using libraries like pandas, matplotlib, numpy, scipy, seaborn and plotly.
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
A Cookiecutter template for Data Science Projects in Python
Demo for creating resuable workflow templates in argo
Demo for running R container workloads with argo
Example to run s3-proxy backed by azure blob storage
Scrapes FIFA 21 player data from SoFIFA website
Proof of technology for ephemeral environments with Flux
Training scripts for a deep learning model to classify an image as food or not food
A deep learning based web app to classify food and non food images
A GitOps recipe for Progressive Delivery with Flux v2, Flagger and Istio
Demo for configuring IAP with GKE, Regional XLB and ASM
Hotel Android Application
Solution to REST API project posted in the MCDA5550 class by Prof. Sanjeevi Ramachandran
Demo for using oauth2-proxy with Istio and hosting multiple sub-domains under the authentication layer
Demo for upgrading KCC with Renovate Bot
Content for Udacity's Machine Learning curriculum
Machine Learning projects and Hackathons
Business Analysis for Mahindra First Choice Services - GreyAtom Capstone Project
Solution to Prof. Simon Achkar's MCDA5510 React Assignment