I am an ML Engineer with experience building and deploying machine learning models for prediction and classification problems using Python, scikit-learn, and cloud tools. I specialize in data preprocessing, feature engineering, and model optimization. I stand out for delivering scalable solutions, strong analytical thinking, and translating data into business impact.

Shreya Ponuganti

I am an ML Engineer with experience building and deploying machine learning models for prediction and classification problems using Python, scikit-learn, and cloud tools. I specialize in data preprocessing, feature engineering, and model optimization. I stand out for delivering scalable solutions, strong analytical thinking, and translating data into business impact.

Available to hire

I am an ML Engineer with experience building and deploying machine learning models for prediction and classification problems using Python, scikit-learn, and cloud tools. I specialize in data preprocessing, feature engineering, and model optimization. I stand out for delivering scalable solutions, strong analytical thinking, and translating data into business impact.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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Language

English
Fluent

Work Experience

Machine Learning Engineer at The Score
October 1, 2024 - Present
Developed and maintained database components including stored procedures, triggers, indexes, tables, views, and complex joins; built end-to-end ML pipelines including data preprocessing, feature engineering, model training, and evaluation; deployed ML models via APIs and microservices; integrated ML models into production data architecture; built feature stores and automated data validation workflows; designed data pipelines for production ML systems.
Machine Learning Engineer at Ray Business Technologies
July 1, 2019 - September 30, 2022
Led Agile and DevOps environments; built CI/CD pipelines for Java, Node.js, and .NET apps; developed deep learning models using TensorFlow and PyTorch for computer vision and NLP; created PL/SQL procedures and functions for business calculations and validations; integrated multiple data sources into Power BI dashboards (SQL Server, SAP BW, Oracle, Azure SQL); designed dashboards; built SSIS ETL packages to move data from OLTP systems into the data warehouse; built dimensional models with Erwin for OLAP structures; extracted data from MySQL, JSON, Excel, and flat files; version-controlled with Git and SVN; worked with Azure DevOps, Terraform, Artifactory, Cosmos DB; implemented Jenkins-based CI/CD across AWS; created feature stores and automated data validation workflows for production ML systems; assisted in business reporting using SAP/Power BI; developed T-SQL procedures and triggers for data integrity; developed SSRS reports and data models; configured Azure VMs and VNets for cloud

Education

Master of Data Analytics at University of Niagara Falls, Canada
January 11, 2030 - June 29, 2026
Bachelor of Technology (B.Tech) Electronics and Computer Engineering at Sreenidhi Institute of Science and Technology
January 11, 2030 - June 29, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Media & Entertainment

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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