Data Privacy Conference
Rootconf
Rootconf

Data Privacy Conference

On building privacy in engineering and product processes.

Tickets

Loading…

All submissions
This submission has been added to the schedule

Sandeep Joshi

@sand777

Synthetic data generation

Submitted Mar 18, 2021

At Needl, our mission is to organize and stitch your information to make it universally accessible and useful. Knowledge workers today are inundated with massive amounts of data via multiple communication apps and devices resulting in huge efforts to save, organise, retrieve, and make sense of data leading to productivity loss. Needl aims to unbundle your data across apps & devices into a single repository for both structure and unstructured data across private and public sources. A seamless experience of all your data in one place, securely backed up with a host of cloud computing processes on tap and user defined interfaces built to analyse and share – transforming the way you and your team work and collaborate!

As our engineers continue to develop new features (especially ML-related), we needed a way to test those features against user data. But since the privacy of every user’s data is non-negotiable, we cannot directly use Production data. We wanted a way to generate synthetic data from a snapshot of the Production data and then test our features reliably against this synthetic data.

https://www.needl.ai/

Slides outline (UPDATED 13 Apr) https://docs.google.com/presentation/d/13ObjJyCl2a38yUud-pxVx34plo5t50zZb7l0K3sNB8Y/edit?usp=sharing

All submissions

Comments

{{ gettext('Login to leave a comment') }}

{{ gettext('Post a comment…') }}
{{ gettext('New comment') }}
{{ formTitle }}

{{ errorMsg }}

{{ gettext('No comments posted yet') }}

Hybrid access (members only)

Hosted by

Rootconf
Rootconf
We care about site reliability, cloud costs, security and data privacy

Supported by

Zeta Suite
Zeta Suite
Zeta® is in the business of providing a full-stack, cloud-native, API first neo-banking platform including a digital core and a payment engine for issuance of credit, debit and prepaid products that enable legacy banks and new-age fintech institutions to launch modern retail and corporate fintech p… more

Promoted

AWS
AWS
We’re the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. As a hyperscale cloud service provider, AWS provides access to highly advanced computing tools on rent for startups and SMEs at affordable prices. We help t… more
Omidyar Network India
Omidyar Network India
Omidyar Network India invests in bold entrepreneurs who help create a meaningful life for every Indian, especially the hundreds of millions of Indians in low-income and lower-middle-income populations, ranging from the poorest among us to the existing middle class. To drive empowerment and social i… more
Meta
Meta
Privacy Mode
Privacy Mode
Deep dives into privacy and security, and understanding needs of the Indian tech ecosystem through guides, research, collaboration, events and conferences. Sponsors: Privacy Mode’s programmes are sponsored by: more