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AI × Cybersecurity · AI Center of Excellence

From POC graveyard to production engine.

Forged, not prompted.

I turn a graveyard of POCs into one governed, audit-defensible engine — a force multiplier for every operating unit. Sixteen years across IT infrastructure, cybersecurity and agentic AI.

Explore the platforms
  • CISA
  • CAIC
  • UiPath SA
  • MBA
  • 16 yrs
  • 2× GoI ©


Platforms

Four platforms. One discipline.

Each framed requirements-first and held to a zero-until-proven gate. Select a platform for the full architecture walkthrough.


Approach

Translate a CAIO's vision into a running operating model

From POC to Production

Operating model · velocity

Most enterprise AI dies between the demo and the audit. I stand up the intake-to-production model — discovery, a 6–8 week audit-defensible MVP, LLMOps/AgentOps, a reusable component library — so experiments become durable capability.

Governed by Default

Lifecycle · risk · compliance

Explainability, model-lifecycle management and compliance (21 CFR 11 · HIPAA · SOX · ISO 27001) from the first commit — embedded with Infosec, Legal, Risk, Privacy. Audit-committee discipline (CISA), made default.

Proven, and Validated

Copyright · production · review

Two platforms registered as Govt-of-India copyright — one live in government production, externally peer-reviewed and CISSP-audited. The claims shipped; they were not promised.

Requirements-first design

After Chip Huyen: frame the problem, constraints and success criteria before choosing a model.

Zero-until-proven gate

After Karpathy: every output starts at zero and must cross an explicit gate to count.


Journey

16 years · three waves · one discipline

  1. 2010 – 2015

    IT Infrastructure

    Distribution & infrastructure (Redington / Cadensworth). Product lines spoken in Capex, TCO and SLA — the commercial language of C-level buyers. Product Champion of the Year, multiple years.

  2. 2015 – 2019

    Cybersecurity · Cloud

    Built and defended enterprise cybersecurity and cloud portfolios before audit committees (iValue / Stackup). Defensibility and compliance as Day-1 defaults.

  3. 2019 – Now

    Agentic AI · COE

    Stand up AI Centers of Excellence and the intake-to-production operating model. Two platforms registered as Govt-of-India IP; one live in government production.

Registered intellectual property: SW-25157/2026-CO Maverick Immune System · SW-47372/2025-CO Mercury Fusion


Engage

Let's build the engine

Open to Director / Senior Director — AI Center of Excellence. Hyderabad · Pan-India · GCC · US mobility.