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Capabilities

What I bring to the table.

A decade of running real infrastructure, leading programs, and — increasingly — building products with AI. I pair the discipline of compliance and delivery with the creativity to ship things that didn’t exist yesterday.

Development with AI

where I go deep

Shipping real products with AI as a force multiplier — from RAG pipelines over a 758M-word corpus to OCR repair engines and agentic coding workflows.

LLM Application DesignRetrieval-Augmented Generation (RAG)Prompt EngineeringCustom OCR PipelinesMultilingual NLPHuggingFace Spaces & DatasetsAI-Assisted DevelopmentAgentic Coding WorkflowsSemantic SearchModel Evaluation

758M+ words — corpus I built a custom OCR + RAG pipeline over.

5 scripts — Gurmukhi, Punjabi, Hindi, Urdu, Farsi handled end-to-end.

Shipped and in use — live on HuggingFace, used by real people.

See it in the products

Security & GRC

Strengthening security posture and keeping teams audit-ready.

NIST CSFHIPAA / FERPA ComplianceSecurity AuditsRisk ManagementPrivileged Access (BeyondTrust)Identity & Access ManagementExecutive Stakeholder Comms

Program & Operations

End-to-end delivery across cross-functional teams.

End-to-End DeliveryCross-Functional LeadershipVendor CoordinationSLA ManagementChange ManagementJiraConfluence

Infrastructure & Endpoint

A decade of running real device fleets and hardening them.

Jamf Pro (Certified)Microsoft IntuneJumpCloudAWS / Azure / GCPMDM & Endpoint ManagementDevice Compliance

Engineering

Automation and tooling that removes toil.

PythonShell / BashPowerShellTypeScriptGit & GitHubAutomation & Scripting

Curious how this maps to your team?

Let’s talk about where I can drive the most value.

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