Sunil Kumar Mudusu

Conf42 Speaker profile

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Conf42: Machine Learning 2025

Data Quality and Validation in ML Pipelines Great Expectations, Deequ, and TensorFlow Data Validation

In machine learning, data quality isn't just a nice-to-have—it's make or break. Bad data can silently derail your models, leading to poor predictions, wasted resources, and lost trust. In this talk, we’ll explore how to bring data validation into your ML pipelines using three powerful open-source tools: Great Expectations, Deequ, and TensorFlow Data Validation. We'll look at how each tool helps...

Sunil Kumar Mudusu

Church Mutual Insurance Company

...

Conf42: Golang 2025

Optimizing Data Transformation with Golang in AI Workflows

power of Golang to streamline data transformation in AI workflows. With its high-performance concurrency and speed, Golang accelerates the preprocessing of large datasets, enabling faster, more efficient AI model training and real-time data processing boosting productivity.

Sunil Kumar Mudusu

Church Mutual Insurance Company

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