RAVI SINGH

Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.

PYTHON PROJECTS

• Review scraper with aws beanstalk deployment using github action
• Image Scraper with Azure deployment
• youtube channel content and review scraper
• Ineuron website course details scraper

MACHINE LEARNING PROJECTS

• Fault detection using in wafers using sensor data

Problem statementTo build a classification methodology to predict the quality of wafer  sensor based  on the given training dataApproach

• Used the clustering algorithms to first cluster the data and after that applied the best classification model based on parameter tuning
• Used the machine learning pipeline and CI/CD pipeline along with the modular coding
• deployed the code using azure
• Credit card defaulter

Problem statementTo build a classification methodology to predict  wether the customer is going to default on the credit card payment or not Approach

• Used the clustering algorithms to first cluster the data and after that applied the best classification model based on parameter tuning
• Used the machine learning pipeline and CI/CD pipeline along with the modular coding
• deployed the code using azure
• VISIBILITY CLIMATE

Problem statementTo build a regression model  to predict  visibility distance  based on the given different climatic indicators Approach

• Used the clustering algorithms to first cluster the data and after that applied the best classification model based on parameter tuning
• Used the machine learning pipeline and CI/CD pipeline along with the modular coding
• deployed the code using azure

https://github.com/ravisingh1996thakur

https://www.linkedin.com/in/ravi-singh-238561260/