Sep 2024 – Present · 1 yr 6 mos

Aug 2022 – Sep 2024 · 2 yrs 1 mo

• Leading Adobe Firefly Platform team from India. The platform cuts across data, training and inference development verticals.
• Partnered with the leading industry vendor to deploy their Kubernetes scheduling capabilities into our self-managed infrastructure, enabling access to a large pool of GPU devices to all ML lifecycle engineers, researchers, interns and pipeline developers across Adobe.
• Built the data-platform from scratch, enabling heterogeneous compute use-cases fine-tuned for different models and frameworks (such as ray), leading to cost optimisations and efficiencies.
• With the new platform in place, we could scale to thousands of nodes across multiple clusters and migrate all of Adobe's long-term purchased GPUs to the new stack.

Oct 2019 – Jul 2022 · 2 yrs 9 mos

• Part of the Adobe Sensei Platform team building novel solutions for managing the ML lifecycle.
• Developed an industry first solution for an ML development platform that became the go-to tooling for all Adobe ML engineers, researchers, interns and pipeline developers (data, training and inference) with industry first features such as full data and environment persistence across pause/resume/upgrade/downgrade workflows.
• The platform was the foundation for training the first firefly models and became the standard way of working for all internal users.
• Partnered with researchers to enable large-scale distributed training use-cases into the platform with networking fabrics, enabling 6x faster training.

Feb 2019 – Sep 2019 · 7 mos

• Engineering Manager in the Adobe Illustrator team.
• Managed a team of over 12 developers on key product features such as the diffusion gradients. Filed a patent along with the team members around it's implementation.
• Lead the execution of the new cloud native file-formats with a team of 25 developers.

Mar 2016 – Jan 2019 · 2 yrs 10 mos

• Engineering Manager in the Adobe Illustrator team.
• Managed a team of 12 developers to work on key product features such as Properties Panel, Vector Sculpting, Web Fonts integration.
• Partnered closely with research team for in-product integration and user-testing of new features.

Feb 2014 – Mar 2016 · 2 yrs 1 mo

• Computer Scientist for the Core Technology team. Driving the imaging portfolio.

Feb 2012 – Jan 2014 · 1 yr 11 mos

• Received the Outstanding Contribution Award in 2012 for creating a UI adapter completely driven by ExtendScript.

May 2011 – Jan 2012 · 8 mos

• Received the Special Contribution Award in 2011 for Air Native Extension(ANE) development work for Imaging Solutions.