From JH Graphics to CodeMyPixel: what six years of building taught me
How Johirul Hoq Akash went from designing Facebook covers alone in 2019 to running CodeMyPixel, an AI product studio working with teams across Europe.
Notes from building
What I learn while building AI products, automating manual work and running CodeMyPixel. Written for founders and teams who want the practical version.
How AI models actually work: tokens, transformers, training and inference
A plain-English tour of how AI models work — tokens, embeddings, attention, training and inference — with diagrams and charts. No maths degree needed.
Where your business loses time to manual work, and how to find it
A simple method to find the manual tasks costing your team the most time, so you automate the right thing first with AI or tools like n8n.
How I run a software project: consult, architect, build, hand over
The four-step process I use at CodeMyPixel to take an AI or SaaS product from a founder's idea to a tested, handed-over product.