01.

About Me

I build AI tools.

Mostly because I needed them and couldn't find anything that worked the way I wanted.

The automated writing workflow came first — I was spending too long on content that followed the same structure every time, so I wired something up to handle the repetitive parts.

Then came the SEO writing app, a tutoring app for when explaining something once just isn’t enough, and a few other things that started as weekend experiments and ended up being things I actually use daily.

Everything here is something I made myself. No team, no agency. Just me figuring out what’s annoying, building a fix, and putting it out here in case it’s annoying for you too.

Some of this will be useful if you’re a blogger, a freelancer, or running a small business without a full content team.

Some of it is for students who want a smarter way to learn a subject.

A few things are honestly hard to categorize – they just solve a specific problem really well.

Take a look around. If something here saves you two hours, that’s the whole point.

03.

My Expertise

Most of this grew out of the writing workflow. Once I had something that worked, I kept pulling on the thread.

1. Prompt Engineering

The same prompt gives different results every run. Getting consistent output - not just occasionally good output - took a lot of iteration. Still does, honestly.

2. System Design

I care a lot about cost. Running everything through the most capable model sounds great until you see the bill. Most of the pipeline decisions come down to: what's the cheapest way to get the same result?

3. Model Selection

Different tasks need different models. I test a lot, mostly because I got burned early by assuming one model was good enough for everything.

4. Semantic SEO Content

The actual output — articles built on entity analysis, NLP audits, and SERP data. Schema, meta, and HTML included. This is the thing I built the system to make.

Let’s work together

Building things alone gets quiet after a while.

If something here is useful to you – or you think it could be with a few changes – I’m easy to reach. I’m also genuinely bad at UI design and business, so if that’s your side of the table, we might have something to talk about.

toanmade@gmail.com