AI-Enabled SDLC
Leadership support for enterprises rolling out AI across software engineering — beyond buying licences and hoping developers use them. Pilot design, context architecture, AI + SAST guardrails, phased measurement, and CoE structure, drawn from a validated four-sprint program rolled out across a multi-market regulated enterprise.
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Fractional CTO coverage, technology due diligence, and modernization advisory for startups, insurtechs, and SMEs — including PE-backed carve-outs and post-acquisition integration where senior judgement is needed for a specific decision.
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Published work on AI evaluation methodology, Islamic finance technology, and engineering productivity.
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Background, credentials, and how I work.
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