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Every detail—from architecture to deployment—is handled with rigor, ensuring clarity, performance, and long-term maintainability.
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We embed AI into core workflows, decision-making, and product architecture to create durable advantage.
We translate complex opportunities into elegant, production-ready solutions.
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Transforming Ideas into Intelligent Solutions
Software consultant specializing in AI/ML integration, custom model development, and intelligent automation for forward-thinking businesses.
"We are better than AI. We are human."
Real thinking.
Real people.
Crafted, not generated.
Invented, not imitated.
The future needs
more humanity.
Not less.
AI can replicate patterns.
Humans create meaning.
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Latest Articles
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Canon Digital Photo Professional - free download
One of the pieces of software that I enjoy using very much is the Canon Digital Photo Professional. I originally got it a loooong time ago, back when I was taking photography classes. It came with one of the Canon cameras that I've bought over the years. At the time I used it to browse and sort my pictures, sure - and only years later I realized just how valuable and useful this piece of software is.
A recommendation to rename "criticality" -> "priority"
Just throwing two cents here - if the pandemic taught us 10 things, one of those ten gotta be that small details in communication matter very much. With that, I recommend renaming the word "criticality" -> "priority". The reasoning is as follows. And be careful with the red color in the smart sheet too, please, for the same reason.
An example of a bug report and the technical conversation around it to resolve it
I recently had to justify the amount of effort that software development takes. Someone unfamiliar with the process thought that software development is easy, or that it doesnt take much time. They thought, for example, that an advanced reporting app can get pdf export capability if they just said to the development team, "implement pdf export." Literally, they thought that writing a single line of text like that in a specification document would result in the organization gaining that functionality.
Encryption (on linux and mac)
What I'm using is encfs. The advantage is that it's portable: just a folder. The disadvantage, I think, is that it is slow. I would actually prefer an encrypted partition.
Some choices of encrypted partitions are:
A directory of SMTP sending services
Due to an unexpected service interruption, I've recently had to evaluate numerous options for SMTP services, to replace a one that was showing signs of performance degradation. The AWS SES is an obvious choice, but what if it is not available, or your organization requires diversifying to other providers? Below is a quick list of contenders that I have compiled, with my comments on each.