About

I write about data systems, platform architecture, and AI-assisted engineering with a focus on how strong engineers solve customer problems: by understanding system constraints deeply, reasoning from internals to architecture, and designing toward solutions that are technically sound, operationally durable, and strategically scalable.

My work sits at the intersection of databases, distributed systems, cloud infrastructure, and engineering productivity. I am especially interested in the decisions that shape the next generation of data platforms: how systems behave under load, how they fail, how they recover, how they scale, and how teams can use AI and automation to improve design quality, execution speed, and operational leverage without sacrificing rigor.

Core Focus Areas

Relational, NoSQL, and vector-oriented database architecture.
Distributed systems design for reliability, performance, scale, and operability.
Deep internals: storage behavior, query execution, indexing, replication, failover, and bottleneck analysis.
Cloud-native platform design across AWS, Azure, and modern infrastructure ecosystems.
Long-horizon technical strategy: what to standardize, what to abstract, what to automate, and what to avoid.
Practical AI leverage for architecture, development workflows, debugging, and engineering productivity.

What This Site Covers

How a data platform should evolve over the next three to five years.
Which architecture decisions improve long-term reliability and performance, and which add hidden complexity.
Where bottlenecks really are: storage, compute, coordination, query execution, or team workflow.
How to design systems that stay scalable, observable, and maintainable under production pressure.
How AI can improve engineering outcomes without creating operational noise.

How I Publish

Short notes (500-650 words): focused lessons, practical observations, and patterns from current work.
Deep dives (1,800-2,200 words): architecture, internals, implementation tradeoffs, and platform direction.
Where useful, posts include diagrams and explicit discussion of limitations and failure modes.

Professional Contact

For professional correspondence related to these topics, contact: hello@rajivonai.com

I also republish selected posts on Medium: https://medium.com/@rajivonai