About me

Hi, I'm Samip Shah - two decades in software, now documenting my journey into applied AI and building small tools to help others do the same.

▸ Requirements ▸ AI Orchestration ▸ GxP Compliance ▸ SDLC ▸ Agile / Scrum ▸ Stakeholder Mgmt

I bring approximately twenty years of industry experience, of which around fourteen years have been spent across the software development life cycle - spanning development, quality assurance, and testing - and the most recent five-plus years have been dedicated to the role of a Business Analyst, where I bridge the gap between customer requirements and engineering execution. In this capacity I lead delivery teams and contribute to strategic leadership, ensuring that customer needs are translated into well-scoped, well-engineered outcomes. I love technology and enjoy learning new technologies and understanding what's the new development in the field of information technology, and I keep myself updated. My forte is to develop solutions for complex problems and make them work like a charm.

Beyond work

Outside of work, I am an outdoor enthusiast. I enjoy long-distance cycling and motorcycling, road trips by car, and the exploration of off-the-beaten-path destinations. I am also an avid sportsperson, with an active interest in cricket, football, and pickleball.

Why this site exists

A working professional's notes on AI - useful by Monday morning.

Most writing about AI today is either hype or homework - and both miss the everyday questions a working professional actually has: what should I try first, what is worth my time, and how do I bring this back to my team? Journey to AI is my answer in two parts:

  • Utilities - small, focused tools you can use directly in the browser.
  • A point of view - shaped by someone who still has to ship work on Monday.

Work Experience

20 years across three companies and counting.

  1. Sycamore Informatics

    03/2021 - Present

    Associate Director, Services - Business Analyst & SME

    Mumbai, India

  2. Oracle India Pvt. Ltd.

    06/2008 - 03/2021

    Project Leader, Quality Assurance

    Mumbai, India

  3. Asure Software

    10/2006 - 05/2008

    Software Tester

    Mumbai, India

Skills & Capabilities

Where I focus.

SDLC

100%
  • Agile / Scrum
  • Test Artifacts Generation & Management
  • Automated Defect-Lifecycle Governance
  • Release Readiness & Go/No-Go Risk Mgmt

AI Orchestration

90%
  • Agentic AI
  • Generative AI
  • Multi-Agent Pipelines (Claude Code, CrewAI)
  • Context Engineering
  • Custom Orchestrator Design

Requirement Elicitation

90%
  • Chain-of-Thought Logic Decomposition
  • Semantic Extraction (Fuzzy-to-Deterministic Mapping)
  • Legacy SOP Deconstruction
  • Few-Shot Prompt Blueprinting

Implementation & Configuration

90%
  • Business-Layer Customization
  • RTM
  • Multi-Agent Prototype Deployment
  • Solution Demos & Workflows
  • UAT

GxP & Regulatory Compliance

85%
  • 21 CFR Part 11
  • HIPAA
  • Validated Environments
  • Audit-Ready Evidence
  • AI Safety & Drift Mitigation

Leadership & Enablement

75%
  • Global Team Mgmt (20+)
  • Cross-Functional Alignment
  • Change Management
  • Stakeholder Mgmt
  • Mentorship & Training
Contact

Get in touch

For collaborations, questions, or a chat about applied AI - either channel works.