Selected engineering work
Intelligent applications. The systems that make them work.
Explore how we connect AI, product workflows, data, and backend systems. The first three stories follow a private platform we are building; the others draw on Ajay's earlier engineering roles.
Enterprise AI
An AI product needs more than a model.
See how we are connecting a useful AI workflow to the business context and controls it needs.
Confidential platform · in development
An AI workspace grounded in business context.
We are bringing business data and AI assistance into the same product workflow, with access and review designed into the experience.
Illustrative artworkThe need
Help people act on information spread across product and external systems.
Our work
Connect user context, AI processing, permissions, and review in one workflow.
Current stage
The platform and its AI workflows are being developed.
Backend platforms
What connects the application to the real world.
The data and service work that lets a product operate across existing systems.
Illustrative artworkBackend platforms & integrations · In development
Getting source data into a form the product can trust.
We are building the ingestion and recovery paths that turn external data into dependable product input.
Read the story
Illustrative artworkAccess & operations · In development
Keeping the platform dependable across service boundaries.
We are defining how identity, product services, and background work stay consistent as the platform grows.
Read the storyEarlier experience
Engineering depth from work before Cimulink.
At Arcesium, Slice, SAP Labs, and Prudential, Ajay worked on performance, banking, GDPR-related data retention, and payment systems.
How we approach the build
Start with the work people need to do.
Find the actual task
Identify the user, decision, and point where software can help.
Map the boundaries
Check data, permissions, existing services, and failure paths.
Build in working slices
Validate behavior, operation, and ownership as scope grows.
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