About Me

Who I am

I’m Krish Shah, a Berlin-based AI founder, system architect and IREB-certified requirements engineer. I build production systems across voice AI, knowledge systems, and scalable cloud backends — with a focus on clarity, correctness, and real business outcomes.

I bridge product vision and engineering execution so ideas move from concept to deployed reality — fast, but without chaos.

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System-Thinking Philosophy

Great products are the result of clear systems thinking. I map how each piece — UI, backend services, AI models, integrations, and data — works together to serve the user’s goals. That holistic view reduces complexity, prevents surprises, and accelerates iteration.

Requirements → Specs Architecture → Interfaces Execution → QA Delivery → Iteration

My 4-Step Approach

  1. Understand the real problem: Identify the true challenge behind the request and the needs of all stakeholders.
  2. Design the cheapest & most efficient MVP: Prioritise features that validate assumptions early and deliver value quickly.
  3. Architect the entire system: Lay out UI, services, AI components and integrations for cohesion and scalability.
  4. Deliver using Agile & Requirements Engineering: Iterate fast, capture feedback, and refine requirements continuously.