SiddharthaShandilya
Aspiring MLOps Engineer passionate about integrating ML with DevOps to deliver scalable and robust applications.
Bengaluru
Pinned Repositories
AIOps-mlflow-pytorch-multistep-workflow
AIOps-mlflow-pytorch-multistep-workflow
air_quality_index_prediction
THIS WEB_APP ALLOWS USER TO PREDICT THE AIR QUALITY INDEX BASED ON FEATURES LIKE TEMPERATURE, WIND VELOCITY, ATMOSPHERIC PRESSURE
automation-using-python
we are using python to automate docker , Hadoop ,
Covid-Prediction
A Web-App using Machine Learning to Predict whether the user symptoms related to Covid or not . It helps predict the chances of the user having covid with an accuracy of 85%.
Dementia_detection_using_AI
Dementia is a neurodegenerative disorder, using this web-app we can predict whether the person is suffering from dementia or not
DockerWeb
📌 In this task you have to create a Web Application for Docker (one of the great Containerization Tool which provides the user Platform as a Service (PaaS)) by showing your own creativity and UI/UX designing skills to make the webportal user friendly. 📌 This app will help the user to run all the docker commands like: 👉docker images 👉docker ps 👉docker run 👉docker rm -f 👉docker exec 👉 add more if you want. (Optional) 👉 Make a blog/article/video explaining this task step by step. ⚙️ Task 7.2 - 📌 Write a blog explaining the use-case of javaScript in any of your favorite industries.
Health_Care_AI
In this project , I have trained multiple model which predicts the probability of an user having the mentioned disease based on symptoms
insurance_fraud_detection
The project will have a complete end-to-end pipeline for insurance fraud prediction model
Medical-Image-Processing
The Covid Detection application
number-plate-recognition
👉Create a model that will detect a car in a live stream or video and recognize characters on number plate of the car . 👉Secondly , it will use the characters and fetch the owners information using RTO API’s . 👉Create a Web portal where all this information will be displayed (using html,css,and js)
SiddharthaShandilya's Repositories
SiddharthaShandilya/Dementia_detection_using_AI
Dementia is a neurodegenerative disorder, using this web-app we can predict whether the person is suffering from dementia or not
SiddharthaShandilya/Medical-Image-Processing
The Covid Detection application
SiddharthaShandilya/AIOps-mlflow-pytorch-multistep-workflow
AIOps-mlflow-pytorch-multistep-workflow
SiddharthaShandilya/chatur-vani
Chatur Vani is a non-living intelligent being.
SiddharthaShandilya/cts-data-engineerinf
SiddharthaShandilya/dtu_mlops
Exercises and supplementary material for the machine learning operations course at DTU.
SiddharthaShandilya/dvc-nlp
this repo contains the integration of nlp and dvc
SiddharthaShandilya/dvc_cat_dog_classifier
It uses DVC for CI/CD and classifies cats and dogs based on images
SiddharthaShandilya/first-contributions
🚀✨ Help beginners to contribute to open source projects
SiddharthaShandilya/GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
SiddharthaShandilya/i_neuron_tasks
Contains task of i_neuron tasks
SiddharthaShandilya/insurance_fraud_detection
The project will have a complete end-to-end pipeline for insurance fraud prediction model
SiddharthaShandilya/kafka-beginners-course
SiddharthaShandilya/ML-Production-Architecture
this is one of the projects from ineuron_AIOPS_course as an industry level
SiddharthaShandilya/mlops_winequality
This repository is to demonstrate mlops using mlflow
SiddharthaShandilya/nlp
SiddharthaShandilya/pyspark-examples
Pyspark RDD, DataFrame and Dataset Examples in Python language
SiddharthaShandilya/Python-1_algorithms
All Algorithms implemented in Python
SiddharthaShandilya/Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
SiddharthaShandilya/SiddharthaShandilya
SiddharthaShandilya/Text-summarizer
SiddharthaShandilya/Version-ctrl-with-git
SiddharthaShandilya/wafer_project_mlops
Problem Statement The inputs of various sensors for different wafers have been provided. In electronics, a wafer (also called a slice or substrate) is a thin slice of semiconductor used for the fabrication of integrated circuits. The goal is to build a machine learning model which predicts whether a wafer needs to be replaced or not(i.e., whether it is working or not) based on the inputs from various sensors. There are two classes: +1 and -1.
SiddharthaShandilya/-Twitters_Recommendation_Algorithm
Source code for Twitter's Recommendation Algorithm
SiddharthaShandilya/CodeGen
CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
SiddharthaShandilya/COVID-19-chest-X-ray-image-classification
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
SiddharthaShandilya/ml_project
SiddharthaShandilya/python-redis-microservice
python-redis-microservice
SiddharthaShandilya/qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
SiddharthaShandilya/shopX
Repo for the Ecommerece Project (https://github.com/abhibansal60/backend-mentorship)