/  OMAR MARABHA
AI RESEARCHER · BUILDER · CHICAGO

I Research Status. Then I Build Systems For The Real World.

I am Omar Marabha. I write, I publish AI research, and I ship live businesses. The sites, the paper, and the app are public.

See What I've Built Work With Me
Glow District Studio logoGlow District Stylish Cuts logoStylish Cuts BayFlow logoBayFlow Command Center app iconCommand Center The Marabha Method logoMarabha Method
ROOFTOP · OPERATOR FOOTAGE
Montage of Omar on a high-rise rooftop ledge above the city skyline
Status Research AI Systems Video Web Automation Open Source
THE RESEARCH QUESTION

How Do People Decide Who Carries Weight?

Status is read quickly, often before anyone can explain the judgment. I study that read through Standing, Autonomy, and Certainty, then test what the framework can do in actual systems.

WORK

Whose Idea Moves?

The same suggestion can be ignored from one person and adopted from another. The words stayed the same. The status read changed the result.

FAMILY

Whose Mood Sets The Room?

Families build an informal order over years. Everyone knows who gets heard, who gets interrupted, and whose reaction ends the discussion.

RELATIONSHIPS

Who Needs The Answer?

Timing, reassurance, and attention can reveal more than the sentence itself. People read dependence and composure at the same time.

PUBLIC

Who Gets The Benefit Of The Doubt?

Posture, presentation, and certainty change how strangers respond before a formal introduction happens.

THE FEED

What Makes Someone Stop?

An audience reads the account, the visual choices, and the delivery alongside the content. The message never arrives by itself.

BUSINESS

Does The Business Look Trusted?

A customer reads the page, response time, proof, and follow-up as one experience. I build that experience as a connected system.

WHAT I DO WITH IT

Research Becomes Something You Can Run.

I turn the ideas into software, websites, video workflows, business automation, and public tools. The standard is simple: the system has to work outside the presentation.

  • Published author since 2022, plus peer-reviewed AI research in healthcare diagnostics
  • ReD Associates flew from New York to Chicago in late 2023 for a two-day interview on how I use AI
  • Live shops: Glow District Studio, Stylish Cuts, and BayFlow
  • A personal Command Center app I built and run every day
  • A free AI auto-editor with artifact-level delivery gates
SELECTED WORK

Open The Work. Check The Claim.

These are public releases, live businesses, and systems I use myself. The free auto-editor includes the engineering history, failure analysis, and verification model behind the release.

OPEN SOURCE RELEASE LIVE

Verified Talking-Head Auto-Editor

I released this editor as a public record of how I build AI systems. DeepSeek makes bounded creative decisions. Measured timelines, validators, and source-referenced gates keep the model from grading its own work.

  • DeepSeek V4 Pro plans cuts, punch-ins, b-roll, graphics, and diagrams through a versioned contract
  • Frame-indexed video and sample-indexed audio keep every splice on one 30 fps timeline
  • Independent gates check speech, lip sync, visuals, geometry, audio identity, and the delivery receipt
  • MIT licensed with 68 automated safety tests and worked failure fixtures
Open the repo and watch the walkthrough →
LIVE BUSINESS LIVE

Glow District Studio

A premium blacklight paint-night event brand: site, live ticket checkout, ad production, and customer capture, built end to end.

  • Mobile-first event site with zero framework dependencies
  • Live Ticket Tailor checkout for two 50-seat sessions
  • Cinematic ad production behind the launch
  • Customer capture and self-service code lookup
$0.71 to $0.17
ad cost per click after creative overhaul
View the live site →
LIVE BUSINESS LIVE

Stylish Cuts

An iPhone-first booking site and staff board for Stylish Cuts in Oak Lawn: see who is free, request a chair, wait for the confirmation text.

  • Live at stylishbarbers.com for a real Oak Lawn shop
  • Customers pick a barber and a time from the phone
  • A request is held until the shop confirms by text
  • Staff board for the floor, separate from the public page
Open Stylish Cuts →
DAILY SYSTEM LIVE

Personal Command Center

The personal app I built and run every day: one place to direct agents, projects, content, and operations from a phone or a desk.

  • Live PWA at command.marabhamethod.com
  • Add to Home Screen on iPhone and it runs as the phone app
  • Directs website builds, video production, and automations
  • The working original behind the Command Center System offer
Open the Command Center →
LIVE BUSINESS LIVE

BayFlow

A live customer-acquisition and follow-up system for independent mechanic shops: shop sites, booking requests, owner app, and SMS.

  • Live at mybayflow.com
  • Founding shops: Yaffo Auto Service and One Stop Oil & Auto
  • Mechanical service only. No collision, body, or paint positioning
  • A selected time is a request until the shop confirms it
Open BayFlow →
RESEARCH PUBLISHED

Published Research And Authorship

Published author since 2022. Peer-reviewed AI research in healthcare. Field interview by ReD Associates on how I use AI.

  • Children's book Focusing Fun with Master Chen, Amazon KDP, December 2022
  • Peer-reviewed paper: Redefining Disease Detection: AI-Driven Innovations in Healthcare Diagnostics, Scriptora International Journal, March 2026
  • Late 2023: ReD Associates flew an employee from New York to Chicago for a two-day interview on how I use AI
  • The same research habit applied to live shops, apps, and video systems
See All Public Work
TWO WAYS TO START

Learn The Framework Or Bring Me A Build.

MARABHA METHOD

The 89-Day Status Curriculum

$17/month

Learn how the status read works, practice it in ordinary situations, and see how it connects to AI and systems.

Start For $17
BUILD SERVICES

Video, Web, And Connected Systems

From $350/month

Bring me the business problem. I will map the customer path and build the parts that need to work together.

See The Services

Bring Me The Real Problem.

I will tell you what I would build, what I would leave alone, and what it should cost.

Book A Build Call Browse The Work