Dec 2025 — Present
Lead Operations Manager
Postgraduate Center for Mental Health
Operations, vendors, procurement and capital projects across a housing portfolio. Microsoft workflows, Copilot Studio and enterprise knowledge retrieval.
Structure, exposed.An idea becomes a world.
Systems,
in motion.
I'm Hua. I lead operations and build with AI.
This is a closer look at the work.
Imagined in detail.
Built as a system.
I’m interested in the space between an ambitious idea and the workflow that makes it real. Research, software, visual production and a willingness to keep improving the process.
Fully Automated, Self Improving,
AI Video Gen + 3D Modeling
Personal system / ongoing development
A production workflow that connects sourced research, AI-generated video, procedural 3D and editing. I build the process around the creative work: what goes in, what needs review, how it recovers, and what the next iteration should learn.
Selected concept studies and generated footage from my visual-production work. The technical drawing above is a new interpretation of the same original concept.
Editable native geometry. Preparing the 3D view.
Inside the idea.
Isolate the frame. Inspect the authored structure before the full scene resolves.
Procedural habitat study · Actual 3D geometry, with materials adapted for the browserThe detail is
part of the story.
From an exposed hull to an entire imagined environment. Scale, material, light and complexity work together to make a system tangible.
Then let it move.
Still images establish the world. Generated footage explores camera, motion and atmosphere within it.
Short, silent excerpts. Use the native controls to play.
ResearchGenerateBuild in 3DAssembleReview & refine
Open four more anatomy studies
Herro.
Less between
a thought and a sentence.
A local dictation app for Windows. Hold a shortcut, speak, release, and put editable words where you're already working.
Local speech recognition, automatic cleanup, a personal dictionary and snippets. A small tool for a very everyday kind of friction.
Follow a sample dictationA thought, captured.
Hold your shortcut and speak naturally. The speech recognition stays on your PC.
SpeakClean upReview
Recreated Herro interface with sample text. Scroll to explore the workflow.
Make room for your words.
On your PCYour words
Um, let's make the next step clearer.
Ready to edit
Let's make the next step clearer.
Keep preferred spellings in your dictionary.
heroHerroRemembered locally
No cloud inferenceSample text
Speak naturally. Clean up optional fillers and repetitions. Review, edit and keep the original available.
Personal, by design.
Preferred spellings stay in a local dictionary. Snippets expand a distinctive phrase into exact saved text. Scratchpad keeps the original available while you edit, compare and undo.
A practical build.
Rust owns the core text rules. The desktop interface connects local speech models with the Windows tools and shortcuts people already use.
Personal application / local Windows build. The portfolio sample is a recreation of the workflow.
CodeOperator.
A clear view of the work.
A deliberate way forward.
A personal workspace for priorities, source-grounded reviews and explicitly assigned work. The interface keeps the overview quiet and lets the supporting detail unfold when it is needed.
Soft surfaces, precise controls and a familiar sidebar. This is the actual application, shown with fictional showcase content.
Working local prototype / continuing evaluation.
Inside the application
Python, FastAPI and SQLite behind a React and TypeScript interface. The portfolio captures use the original application components and styles. Demonstration records illustrate the UI; they are not live work results.
Obsidian Vault
+ Cosmos.
A knowledge workspace with a sense of place. Clear architecture underneath; a living constellation at the surface.
Obsidian architecture, made spatial.
Static preview. Controls pictured in this capture are inactive.
Actual Wallpaper Engine renderer · Public sample graph · Static preview. Enable JavaScript and WebGL to explore.
Keep the connections.
Keep the context.
I organize the workspace around projects, reusable knowledge and traceable sources. Typed notes, confidence metadata and source records help an assistant understand where information belongs and what supports it.
Cosmos gives those relationships a spatial presence: a 3D wallpaper that turns linked notes into a luminous, explorable graph.
Project context
The working brief, decisions and next actions stay close to the work.
Shared knowledge
Reusable ideas connect across projects with clear types and confidence.
Traceable sources
Preserved originals and stable source identities keep the evidence reachable.
How the architecture supports the work
Markdown, Obsidian links and metadata form the portable base. Assistant instructions provide project routing. On-demand checks inspect links, page structure and source changes, then identify notes that may need review. The public graph here uses sample notes rather than private vault content.
The work behind
the work.
Housing operations, healthcare, software delivery and entrepreneurship. Different settings, with the same focus on people, processes and useful systems.
Nov 2022 — Sep 2025
Commercial Operations Manager
Advanced Medical Imaging Professionals
Commercial operations, provider partnerships, project budgets, Salesforce and referral workflow improvements.
Sep 2021 — Sep 2022
Project Manager
Codesmith
Agile delivery, Jira backlogs, stakeholder communication and release processes across software teams.
Dec 2019 — Mar 2021
Founder & CEO
Macros Health Kitchen, Inc.
An e-commerce meal subscription business, from launch to logistics, vendors, budgets and product delivery.
Fordham University
B.S. in Business Administration
Finance & Entrepreneurship