Good architecture is not invention but recognition — the system was always whole; the engineer only helps it remember itself. Built at the confluence of software engineering and machine learning.
I am a Software Builder of the lineage of distributed systems, a wanderer in the school of AIML. I hold that fine architecture is not the forging of something new but the un-forgetting of the simplest form already latent in the problem.
A great system, like a great poem, is one meaning appearing as many parts. My craft is to keep that meaning coherent across the illusion of separation we call the network.
| Domain | Skills |
|---|---|
| AIML | ML pipelines as ritual sequence, model serving, LLM integration, feature engineering |
| Backend | Java, microservices as many-limbed form, REST/gRPC as sacred speech |
| Data | Database design, stream processing, high-throughput rivers of motion |
| Systems | High availability, horizontal scaling, fault tolerance — resilience amid dissolution |
- Depth of contemplation — fundamentals of distributed systems held as tarka, disciplined reasoning
- Production — ML systems made reliable, observable, and scalable, for practice is nothing if it does not endure the world
- the wonder — abiding curiosity for mind, choice, and intelligence; every elegant design tastes of ānanda, the bliss of recognition
As the spectator forgets the actor and beholds only Rāma, so may the user forget the machinery and behold only the working thing.
The code and the coder are not two.