AI Systems That
Survive Reality

"Turning the noise of human behavior into the signal of intelligence."

[SYS.01] — CONCEPT

I design systems where human intuition and machine logic stabilize each other.

THE PROBLEM

Most AI projects fail because they assume a sterile world. They break when faced with messy data, ambiguous intent, and real-world friction.

THE SOLUTION

I build resilience. My work bridges the gap between scalable engineering and the messy reality of human deployment.

[SYS.02] — SELECTED WORK

INDEX: 01-06

SYS.POCKET_MONI

INFRASTRUCTURE

Pocket Moni

AI access via WhatsApp and web, built for non-technical users in low-bandwidth environments.

SYS.AIFRED

AUDIO INTELLIGENCE

AiFred

Turning raw audio into structured intelligence for high-compliance industries.

SYS.RUBEL

SUPPLY CHAIN

Rubel App

AI-assisted scheduling in a complex luxury supply chain logistics network.

SYS.GOLDEN_CHAOS

HIGH STAKES

Golden Chaos

Internal trading systems where performance is measured by financial outcomes.

SYS.SAVEURS

APPLIED AI

Saveurs d'Étoile

AI-assisted visual search for live sales negotiations in high-velocity commerce.

SYS.CIGAR

PERSONALIZATION

CigarCompanion

Preference modeling and recommendations in a subjective lifestyle domain.

STATUS: ONLINE

Let's build something
that lasts.

INITIATE SEQUENCE

AI Systems That Survive Reality