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Sunilr

Hey. I’m Sunil,

AN AI EDUCATOR& APPLIED AIOPERATOR

I help organizations turn generative AI from an interesting experiment into something dependable, useful, and ready for production.

Contact meLinkedIn
Sunil Ramlochan, founder of PromptEngineering.org

Prompt systems

Pattern libraries, system prompts, and modular prompt chains that are easier to maintain, test, and improve.

Agentic workflows

Task decomposition, tool-use orchestration, and guardrails so multi-step work completes more reliably.

Eval & governance

Quality gates, golden sets, rubric scoring, and audit trails before systems fail in production.

Team enablement

Playbooks, roles, review loops, and working methods that turn isolated experiments into repeatable capability.

Cited by

  • UC Berkeley
  • NIH
  • FTC
  • Government of Canada
  • AWS
  • Salesforce
  • O’Reilly
  • LangChain
  • TechCrunch
  • Fast Company
  • Fortune
  • PCMag
  • IEEE

Crafting reliable & impactful AI systems

Blended strategy and implementation: prompt systems, agents, evaluation, and the operating model that makes generative AI durable in production.

20+
Years across marketing, cybersecurity, design, analytics, and AI
$30MM+
Recovered or saved for businesses over about five years
20k+
PromptEngineering.org subscribers
Cited
Across academia, government, and industry

A streamlined process for exceptional systems

A repeatable path from experiment to shipped capability — the same operating model used across education and delivery.

  1. 01 · Discover & research

    Clarify the use case, the operating constraints, and what “good” looks like before anyone writes a prompt.

  2. 02 · Design systems & evals

    Build the prompt architecture, retrieval, guardrails, and evaluation gates that keep quality measurable.

  3. 03 · Ship & enable

    Deliver into production, then leave the team with playbooks, review loops, and a durable operating model.

Editorial portrait used to mark the operating process

Crafting meaningful systems & intuitive experiences

I’m Sunil Ramlochan, founder of PromptEngineering.org and AxysAnalytics.com. I help organizations turn generative AI from an interesting experiment into something dependable, useful, and ready for production.

My work focuses on prompt systems, LLM agents, retrieval workflows, governance, and evaluation. In practical terms, that means designing repeatable ways for teams to deploy AI with better quality control, clearer guardrails, and stronger operational outcomes.

If you’re building with AI and need more than hype, that’s the work I do.

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Let’s make the work operational

For consulting, speaking, or PromptEngineering.org work, start on LinkedIn. Email is available on request.

Contact meLinkedIn