I’m a Python Data and ML Engineer with 5+ years of experience designing, building, and operating production-grade data platforms that power analytics and machine learning in regulated, high-scale enterprise environments. I own end-to-end data pipelines from API ingestion and Kafka streaming to Snowflake data modeling and creation of feature-ready datasets supporting analytics, BI, and ML workflows.
I have strong hands-on expertise in data preprocessing, feature engineering, and analytics-ready data modeling using Python, SQL, Pandas, and NumPy, supporting both ML experimentation and production ML services. I’ve deployed and operated cloud-native data and ML systems on Azure and AWS with Docker, Kubernetes, and CI/CD pipelines, focusing on reliability, performance, and operational excellence. I excel at translating business requirements into scalable data infrastructure that enables data-driven decision-making.
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