Pavan K M

About Pavan K M

A data enthusiast skilled in transforming structured & Unstructured data into automated…

Experience

1. Business Data Analyst

   Murata

   Oct 2022 — Present · Dallas, TX, US

   Created machine learning models on Dataiku utilizing recipes in flows • Extracted, transformed (Python) & developed data visualizations with PowerBI & Tableau tools.• Utilized Dataiku Data Science Studio (DSS) to design, develop, and deploy end-to-end data pipelines, enhancing data processing efficiency by 40%.• Deployed machine learning models from Dataiku to production environments, ensuring seamless integration with existing systems and applications.• Experience in writing SQL queries, DAX calculations & Power BI measures which are accurate and performant on large datasets.• Created PowerBI & Tableau reports on Salesforce objects (Accounts, Opportunities, Contacts & trips).• Implemented machine learning algorithms for customer segmentation, churn prediction, and sales forecasting.• Conducted time-series analysis to identify trends and seasonality patterns in sales and operational data.• Efficient in preprocessing data including Data cleaning, correlation analysis, Imputation, Visualization, Feature Scaling & Dimensionality Reduction techniques using Machine Learning platforms like Python Data Science Packages (Scikit-Learn, Pandas & NumPy)• Experience in data science process life cycle: Data Acquisition, Data Preparation, Modeling (Feature Engineering, Model Evaluation) & Deployment.• Designed and implemented Business Intelligence solutions, integrating data from multiple sources to provide a unified view of business performance. • Experience with configuration/management of Microsoft Power BI Services• Automated data collection and reporting processes, reducing manual effort and increasing efficiency by 40%.• Conducted root cause analysis for business problems, identifying key drivers and recommending actionable solutions.• Led data analysis projects from inception to completion, managing timelines, resources, and deliverables.

Education

• JAIN College

  Master of Business Administration (M.B.A.), Finance and Marketing

  2012 — 2014

• Northwest Missouri State University

  Master's degree, Information Systems

  2021 — 2022