HOME/PROJECTS

Initiatives: Products & Systems·Flagship + Supporting

PROJECTS & SYSTEMS

Things I build, operate and learn from.

Personal products, automation tools, and operational experiments used to explore how marketing, product thinking, automation, and content systems work in practice.

01/FLAGSHIP PROJECT·ACTIVE SYSTEM

AI Content Tool

Marketing Operations · AI & Automation · Content Systems

Role: Built & Owned by Tuy Kbuôr

Editorial Calendar: Structured editorial calendar organizing topics, content states, publishing schedules, and channel distribution.

Why It Exists

Connecting planning, drafting and editorial review

I built AI Content Tool as a structured system where content planning, product context, drafting, and editorial review form a connected workflow rather than uncoordinated manual tasks.

The Core Problem

Enforcing source context and editorial review

Addresses the gap between raw AI drafting and dependable marketing output. The tool ensures drafts are grounded in verified product context and requires human editorial approval before publishing.

SYSTEM PROFILE & REPOSITORY

STATUSActive System

TYPEProprietary Software

FOCUSContent Ops & Automation

github.com/TuyKbuor/ai-content-tool↗

How The System Works

Four operational layers from brief to distribution

01.Context Grounding

Drafting prompts are grounded in verified product context and explicit guidelines before generation begins.

02.Content Trees Architecture

Topics are organized hierarchically so canonical research branches systematically into articles, briefs, and channel assets.

03.Editorial Workflow & Human Review

Multi-stage review states (Draft → In Review → Approved → Published) enforce human validation before content goes live.

04.SEO Metadata & Intent Coverage

Monitors keyword positions and search intent coverage to align content with organic search visibility.

What I’m Learning From Building It

Operating principles derived from product development

INSIGHT 01

Operational Workflows Matter Most

In content operations, repeatable workflows and verified source context create far more reliable results than prompt tinkering.

INSIGHT 02

Tool Building Informs Marketing Ops

Developing internal tools clarifies the exact friction points in editorial planning, review, and publishing.

Tarot Yourself

Digital Product · SEO · Content · Experimentation·Builder / Operator

Product Context

Tarot Yourself is an independent digital product created to explore interactive web flows, content presentation, and search query architecture.

What Tuy Built & Operates

Designed user interface flows, organized card interpretation content hierarchies, and conducted search query experimentation.

Status

Independent Experiment · Prototype Archive

Learning & Operational Focus

Interface flows & search architecture experimentation

Tarot Yourself serves as an independent testing ground for interface flows, content organization, and search query structures:

[1]

Interactive User Flows

Designing interactive card-selection sequences and responsive touchpoints without complex application overhead.

[2]

Content Structuring & Categorization

Organizing card meanings and thematic interpretations into structured, repeatable content models.

[3]

SEO & Query Architecture

Exploring search intent hierarchies and organic landing structures around programmatic keyword queries.

Music House

Brand · Content · Digital Presence · Operations·Founder & Operator

Initiative Context

Music House is an independent creative initiative founded and operated by Tuy Kbuôr, focused on music education direction, brand building, and digital media presence.

Scope of Operation

Brand building, educational direction, media content, digital presence, and day-to-day operations.

Status

Operating Initiative · Brand & Digital Presence

Operational Thinking

Brand building & digital presence from the ground up

Music House serves as hands-on experience in building and running an independent creative initiative:

[1]

Brand Building

Establishing visual identity, messaging, and educational positioning for a creative endeavor from scratch.

[2]

Digital Presence & Media Content

Structuring digital touchpoints, educational media, and content workflows to maintain an active public profile.

[3]

Lean Operations

Managing ongoing execution, asset production, and program direction with hands-on operational discipline.

ARCHIVE / FOUNDATIONS

Where product and interface thinking began.

Archived work from c. 2021 in UI/UX and digital product design. These projects provided the mental models for information architecture, cognitive load, and interface clarity that now support my marketing operations practice.

04 — UI/UX APP #1 — 2021Archive

Product / UIUX foundation

Early exploration in interface layout, screen hierarchies, and user interaction flows.

Domain: Product / UIUX Foundationc. 2021

05 — UI/UX APP #2 — 2021Archive

Product / UIUX foundation

Early exploration in digital interface structure, navigation systems, and visual hierarchy.

Domain: Product / UIUX Foundationc. 2021

Historical case studies and visual documentation preserved on Behance

View Behance Archive (c. 2021)↗

BUILD IN PUBLIC & WRITING

Some of these projects become the things I write about.

I document the operational decisions, architecture notes, and lessons learned from building and running these systems.

Read Build in Public→

Real-world engineering logs, editorial state machines, and AI content tool notes.

/build-in-public/

Explore Writing→

Essays, content systems thinking, and perspectives on B2B digital marketing.

/writing/