Biography
Neha Patki is the VP of Product and co-founder of DataCebo, where she's revolutionizing Generative AI for enterprises.
Recent Posts
The SDV Flights Synthesizer: Generative AI for Flight Scenarios
Use the SDV Flights Synthesizer to simulate disruptive scenarios and improve software resilience.
Categorical Data: A Closer Look
Understand categorical data to help you create higher quality synthetic data
3 user-centric growth strategies for open source
Our open source grew faster when we adopted a user-centric mindset. Here are 3 strategies we used along the way.
Can you use synthetic data for label balancing?
Imbalanced data can prevent your projects from succeeding. Will synthetic data work? Explore the rationale behind label balancing.
How to evaluate synthetic data quality for your project — and avoid the biggest mistake we see
Evaluating synthetic data quality is critical. Avoid this common mistake and lead your project to success.
Building the Unique Combinations Constraint in the SDV
Sometimes, you want to limit the amount of permutations in your synthetic data. Explore the strategies we used for enforcing this kind of logic.
User input to enhance synthetic data generation
ML models learn some rules out of the box, while other logic requires more work. Which is which? Read more to find out.
Software Testing: Synthetic data changes the game
Creating fake data is an old concept -- but machine learning is a whole new ballgame. Learn about why ML is a key ingredient to synthetic data.
Your Feedback in Action, Part 2: Data Workflow
After thousands of downloads, see how the synthetic data workflow in the SDV has evolved based on feedback from users.
Your Feedback in Action, Part 1: Data Models
After thousands of downloads, see how SDV's machine learning models have evolved based on feedback from users.
Blog Authors
The DataCebo Blog is a collaborative effort by the team.
Would you like to use synthetic data to solve your business needs? Contact us.
