Tien Duc Cao
Tien Duc Cao is a Dashlane senior machine learning engineer with a focus on natural language processing. He enjoys finding simple solutions for complex problems.
Engineering
What We’ve Learned From Tracking Machine Learning Experiments With ClearML
Co-written by Tien Duc Cao, Dashlane Senior Machine Learning Engineer, and Quentin Grail, Dashlane Machine Learning Engineer At Dashlane, we’re working on multiple experimental projects that involve machine learning (ML) applications. To manage experiments, we use ClearML, an open-source MLOps framework that allows us to better organize all our machine learning experiments. When running ML […]
Engineering
How We Study & Improve The Accuracy of Our Machine Learning Models
At Dashlane, we use Machine Learning Models to classify HTML fields’ categories (for example, username, email, address, and so on) and fill them with appropriate data from users’ vaults. It’s unavoidable for the model to make incorrect predictions, and we’re looking at ways to improve our user experience by fixing these issues quickly. During the […]
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