GENERATIVE AI
&
AGENTIC SOLUTIONS
write section.
3D Render Engine
NERD SPEAK:
A local diffusion model, CLIP, and VAE are all loaded from my machine.
Detailed prompts control what changes and what must stay the same.
ControlNet locks in the building structure and perspective, while K-Sampler handles the diffusion steps with fixed seeds for repeatable results.
This workflow allows me to maintain complete control over the output.
original render
PERSONAL ROLE
Comfy UI Workflow Designer
RETROSPECTIVE
I experimented with a number of different control methods to maintain the color and quality from the original photo. I eventually added in prompting so that you can adjust the landscape. This project marked the moment where I standardized image upscaling.
Sketch to Render
The Scenario:
You have a single sketch from a designer of a possible new design of Offroad SUV.
You need to get funding before a design can be manufactured, however you don't have any images besides the sketch.
My workflow allows you to create multiple variations from one image on your own hardware vs a web service.
original sketch
PERSONAL ROLE
Comfy UI Workflow Designer
RETROSPECTIVE
This workflow is particularly useful in Industrial Design applications or where fast turn arounds are initially required before vast time and resources are spent designing the physical asset.
IMAGE VARIATIONS
One of the images on the right is CGI and created through classical methods with an artist at the wheel of the computer.
The other three images are AI images that were created while using the CG image as reference.
Why does this matter?
This saves on time when you need to try multiple styles or environments without having a huge budget.
This tool operates locally on your own PC vs having to pay a subscription fee to a website.
PERSONAL ROLE
Comfy UI Workflow Designer
RETROSPECTIVE
I prefer to use Qwen for my diffusion model and an advanced Control Net methods for maintaining that the final image resembles the original image.
Qwen diffusion models offer better image manipulations for when branding and text need to be consistent.
TECHNICAL SUPPORT AI
Imagine a scenario:
it's Monday morning
It's peak productivity hours. A critical system update over the weekend unexpectedly introduced compatibility issues, causing multiple applications to crash simultaneously.
Your support team is stretched thin, responding to a sudden influx of urgent requests.
Documentation is scattered, incomplete, and outdated, and the expert teammate who typically resolves such issues is unavailable.
How will you support your team?
Use my tool below.
PERSONAL ROLE
Knowledge Graph Engineer
AI Solutions Developer
Quality & Assurance Tester
RETROSPECTIVE
GPTs, like all of us, can occasionally provide incorrect information. The quality and accuracy of responses depend heavily on the reliability of the data the GPT was trained on. To address this, an additional authentication layer has been integrated into this GPT's workflow. This ensures responses are clearly marked as either verified knowledge or speculative information, significantly reducing errors and enhancing workflow efficiency. By incorporating systematic 'gate reviews' into the GPT's operational process, the AI mimics traditional human review procedures, adding an extra safeguard for accuracy and reliability.
PROJECT MANAGER AI
Imagine a scenario:
Your new startup wants to launch a mobile app for personalized fitness coaching.
Your startup has a clear vision but struggles with structuring the project's execution, timelines, and resource allocation.
You have a limited budget and need help defining realistic milestones, identifying potential risks, and ensuring that they can deliver a working prototype within 3 months to attract investors.
How will you support your vision?
Use my tool below.
PERSONAL ROLE
Knowledge Graph Engineer
AI Solutions Developer
Quality & Assurance Testing
RETROSPECTIVE
This tool has great potential if you subscribe to a Teams/PRO account. Once you have the upgraded account you can use 'connectors' to allow Chat GPT to communicate and execute actions with other programs. These connectors would allow for the automation of tasks into calendar events among other integrated solutions.
CONTENT CREATOR AI
Imagine this scenario:
It's a typical workday
You're tasked with creating textures for CGI, but you're facing resource constraints.
The free textures available in online marketplaces seem too generic, and purchasing premium assets is beyond the budget allocated for this project.
You're unable to use copyrighted content due to client requirements, and there's not enough time to capture new textures using a camera.
How will you support this project?
Use my tool below.
PERSONAL ROLE
Knowledge Graph Engineer
AI Solutions Developer
Quality & Assurance Tester
RETROSPECTIVE
After working with clients for a decade, I've learned that its hard to decide what you want until you see something you don't like. When creating textures for use in Cinema 4D, I find it's best to take a 'shotgun' approach to creating textures. This GPT creates 16 unique prompts based off your initial prompt and then proceed to create downloadable files of those prompts. This approach is very heavy on token use for an account and should be used sparingly. Mechanisms are built into the tool to prevent unnecessary prompting which would cause a token limit to occur.