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maree217/README.md

Ram Senthil-Maree

Enterprise AI architect and operator, UK-based. I build AI systems and I govern them β€” most people only do one of those.

AICB LinkedIn Book a session


AI governance for financial services

SS1/23, Consumer Duty, EU AI Act β€” most governance content is a PDF checklist. Mine is working code that produces audit evidence. Prove it's governed, don't just declare it.

fs-ai-governance-demo β€” runtime AI governance for financial services, end to end: OPA/Rego policy enforcement β†’ SHA-256 tamper-evident audit ledger β†’ drift detection, mapped to FCA Consumer Duty, SM&CR, and SYSC. Runnable in minutes; the test suite proves every control does what it claims.

governance-harness-v0 β€” a runtime governance gateway for regulated AI agents. Four policy gates (data, tool, output, human-approval) sit in front of a mock agent across eight synthetic scenarios. Ungoverned, 14 violations slip through; governed, all 14 are redacted, blocked, or escalated β€” with a CI release gate that fails the build if any violation goes unmitigated or any eval score drops below threshold. Every decision is a structured, framework-mapped record (EU AI Act, PRA SS1/23, ISO/IEC 42001, NIST AI RMF, FINOS AIGF), producing a real evidence pack: audit trail, control mapping, go/no-go.

iso-42001-ai-governance-pack β€” production infrastructure for ISO 42001 and EU AI Act compliance, deployable on AWS in under an hour. Terraform (private VPC, KMS, CloudWatch, least-privilege IAM), OPA/Rego policies enforced in CI, NeMo Guardrails for PII/jailbreak/output filtering, and a compliance report generator mapped control-by-control to ISO 42001 Annex A and EU AI Act Articles 9-15.

This is the differentiator: builders who ship agents rarely ship the control plane around them. I do both.


AI for non-technical leaders

Teaching product leaders, enterprise architects, and business analysts how AI actually changes how organisations run β€” not slideware, working repos.

Practical AI tools for founders

Small, usable tools β€” not platforms β€” for non-technical founders adopting AI.

  • aqua-voice β€” system-wide voice typing for macOS using Deepgram real-time transcription
  • self-learning-browser-automation β€” browser automation that improves from every interaction using AI memory and reinforcement learning

Certifications

Azure Solutions Architect TOGAF PRINCE2


Book a session β†’ or reach me on LinkedIn / email.

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  1. copilot-center-of-excellence copilot-center-of-excellence Public

    Microsoft Copilot Center of Excellence - Enterprise AI transformation framework, implementation guides, case studies, and professional consulting collateral

    6 1

  2. three-layer-ai-framework three-layer-ai-framework Public

    Production-ready enterprise AI framework with three-layer architecture: UX Automation β†’ Data Intelligence β†’ Strategic Intelligence

    Python 2

  3. governance-harness-v0 governance-harness-v0 Public

    Runtime governance gateway for regulated AI agents β€” 4 policy gates (data/tool/output/human-approval), framework-mapped audit trail, evidence packs, CI release gate. Synthetic data only.

    Python 1

  4. fs-ai-governance-demo fs-ai-governance-demo Public

    Runtime AI governance for financial services β€” OPA policy gates, tamper-evident audit ledger, drift detection. Mapped to FCA Consumer Duty, SM&CR, SYSC.

    Python