Clarity over theatre
Risks, tradeoffs, and unknowns are made visible early enough to act on them.
An engineer who stays close to the product problem.
I am Rohith Mariyala, a backend and agentic-AI engineer based in Hyderabad. I work remotely with startups worldwide on systems where architecture and product behavior cannot be separated.
How I work
Direct ownership, explicit decisions, practical handoff.
I do not start by forcing a preferred stack onto the problem. I start with the workflow, the data, the failure modes, and the people who will operate the result.
That usually means working across API design, persistence, authentication, integrations, deployment, and the product surface needed to prove the system. For AI work, it also means grounding, tools, usage controls, and handling the cases where the model should not guess.
You work with me directly—from the first technical conversation through delivery.
Working principles
What you can expect during an engagement.
Small, reviewable slices
Progress is easier to trust when the system becomes real in coherent increments.
Ownership after delivery
Configuration, decisions, and operating context are left understandable to the next engineer.
Have a project in mind?