Work With Me

I design cutting-edge AI systems and prove they hold up. The same engine that audits an enterprise's AI security gives an individual back custody of their own voice, memory, and work. Two audiences, one practice: build the thing, then adversarially verify it before it ships.

For Enterprises

Security architecture and AI systems designed to be attacked before they're trusted.

Adversarial AI Design Review

Bespoke — contact for scoping

Before you deploy an AI system, I put its design through a cross-vendor panel of models that don't share each other's blind spots, with a seat whose only job is to break it. You get a cited, verdict-level review that catches the false-positive-kill — the confident, wrong conclusion a single-model check waves through.

Cross-lineage review (multiple vendors, not one model in costumes)
Mandatory adversarial seat — the design gets attacked, not admired
Every finding cited to evidence, provenance-stamped
Written verdict you can hand to your board or your engineers

Sovereign AI Infrastructure

Bespoke — contact for scoping

AI systems that run on infrastructure you own, from day one. Your Cloudflare account, your data, your keys — no shared substrate on someone else's platform, nothing to be repriced or revoked out from under you. Twenty years of offensive security, pointed at building things that can't be taken back.

Architecture designed for sovereignty, not lock-in
Deployed on your cloud tenant, fully exportable
Security model built by someone who broke systems for a living
Enforced gates and verification, not advisory checks

Voice Fidelity & Anti-Impersonation

Starting at $1,500

A forensic stylometric instrument that answers "does this sound like the person whose name is on it?" — not "is this AI?" For executives, counsel, and anyone whose clients and staff know their voice, and whose signature is a target for BEC and voice-clone attacks.

Writing-corpus analysis and voice-profile extraction
Fidelity scoring calibrated to a specific person
Impersonation-detection layer that scores the words, not just the headers

For Individuals

The same cutting-edge tooling, pointed at giving one person back control of their own signal. No technical skill required.

AI Seed Kit Extraction

Starting at $500

One hour with me. I extract your voice patterns, cognitive style, and work context into a structured profile that makes any AI — Claude, ChatGPT, Gemini — know you from minute one, instead of handing you generic output from a system that's never met you.

60-minute voice interview (recorded, transcribed)
Voice profile and cognitive-style extraction
Self-installing seed kit — the AI configures itself
Verification session: we test it together

Prufrock: Memoir Pipeline

Starting at $2,500

Ship me a box. Letters, journals, photos, annotated books. I digitize everything, build a searchable archive, extract the narrative threads, and hand you back a memoir scaffold with an AI writing companion that knows your story — in your voice, not a smoothed-over version of it.

Physical-artifact digitization and archiving
Narrative-thread extraction and timeline construction
Memoir scaffold with chapter structure
AI companion calibrated to your voice and story

Lookout: Personal Search Engine

Open source (free) / Managed: $200 setup

A search engine where your own profile is the filter — every result scored for who you are and what you actually need. Google personalizes on surveillance. Lookout personalizes on you, on infrastructure you own.

Self-deploy: fork the repo, plug in your profile, done
Managed setup: I configure and deploy your personal instance
Includes seed-kit extraction for the profile

Let's Talk

Every engagement starts with a conversation. No pitch, no pressure. Tell me what you're working on — enterprise or personal — and I'll tell you honestly whether I can help.