Hi. I am a
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.

Topical Authority Content Architecture
Writing Service

News Automation Workflow
Free Download

Semantic Content Engine
Blog Writing App
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.

