Software Engineer building adaptive web and AI systems | On the road to XR | Building in Public
Minna, Niger state Nigeria
Joined February 2022
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I'm on a 90-day journey into C++ and spatial audio.
I'll be sharing what I learn along the way. Let's see where this takes me.
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10 songs. 2 pipelines. 1 week of melody extraction.
The biggest discovery? basic-pitch transcribes the entire mix, not the melody.
Spike done. Lesson learned. Time to build. 馃幎
@X @NoDAW_Studio #devcenterhacktobersprint
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Finished my initial spike test, where I got audio source separation working. This shows that the core concept of my project is viable and doable Curious about the project? Ask in the comment section 馃憞
#BuildInPublic #hackathon
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AI can 10x your development speed, no doubt, but only if you actually know how to use it. Using AI tools with shaky coding fundamentals is like putting a Nitro on a tricycle. You'll move faster, but you're probably going to crash somewhere
馃憞
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Change a single button, break the entire application.
That's what happens when you skip the architectural phase to chase visible progress on day one.
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I learned this while building the frontend for a CEX platform.
I spent time mapping flows, locking down the design system, and analyzing edge cases before they became bugs.
It felt like no progress. It was the most important work I did on that project.
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What if the problem with AI proctoring isn't the tech but the question it starts with?
Most systems ask: "How do we catch cheaters?"
What if we instead asked: "How do we design assessments where real understanding can't hide?"
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Most AI proctoring systems treat students like suspects.
A trust-first system treats them like participants responsible for proving their own understanding.
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This is the question I'm asking while building my own AI proctoring system.
The real question is: can we build assessments where cheating becomes pointless? Where would you start?
#EdTech #AIProctoring #RemoteLearning #SoftwareEngineering #BuildingInPublic
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Your code starts feeling like someone else is doing the thinking. You're no longer the pilot, you're just the person watching the flight recorder.
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Software is an act of intention, not a series of lucky prompts. It's time to put the engineer back in software engineering.
#SoftwareEngineering #BuildingInPublic #AITools #WebDevelopment #DevLife
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