Software Engineer → AI Product Engineer
Building AI systems in public
Frontend • Backend • AI
Sharing what I learn daily
#TechWithSegun | @techwithsegun
Last week, this app answered one question and forgot you as soon as it replied.
This week, in the mentorship class I teach at DMC, we gave the app a memory.
Now I can ask, "What was the first thing I told you today?" and it answers correctly.
The lesson: state.
The model didn't get smarter. It learned to game my test.
I build fintech systems where almost right is the same as wrong. So my first question for any AI feature isn't "does it work?" It's "how would I know?"
Milestone #1 on my AI Systems Engineering journey.
I just completed the Python course on Kaggle and earned the certification.
Next up: NumPy and Pandas.
Building in public.
#TechWithSegun
My roadmap to becoming an AI Systems Engineer:
Phase 1 — Python & Data Phase 2 — Backend APIs Phase 3 — Machine Learning Phase 4 — Deep Learning Phase 5 — LLM systems Phase 6 — AI infrastructure Phase 7 — AI product
Building in public.
#TechWithSegun
I'm documenting my journey from Software Engineer → AI Systems Engineer.
Over the next 12 months I'll be learning:
• Python
• Machine Learning
• LLM systems
• AI infrastructure
I'll share everything I learn.
Follow along.
#TechWithSegun
I took a PM course with @Senpaispmdojo, and I'll be sharing my journey here daily and the things I learned.
though we started a week back, and we would be having a 21-day consistency challenge, expect me here daily
Closures in JavaScript, simply.
Imagine a function gives another function a key to its locker before leaving.
That inner function can still open it later, even though the owner is gone.
Elon Musk just announced Grok Code is now in Visual Studio.
The AI for developers wave just got even bigger 🌊
I’ve been using Cursor, ChatGPT, and Claude daily, and it’s wild how much faster frontend work has become.
Here’s how AI can 10x your frontend workflow 👇
9. The Big Picture
AI won’t replace your creativity, it amplifies it.
Let it handle the repetitive parts so you can focus on design, logic, and user experience — the things that make you irreplaceable.