AI-Assisted Systems & Content Pipelines
AI tooling is part of how I build, not a bolted-on add-on. That includes content pipelines that keep publishing after I've moved on to the next project, and GEOGym, a benchmarking platform I built to track whether a brand actually gets cited inside ChatGPT, Perplexity, and Gemini answers.
What This Actually Covers
AI content pipelines for blogs and social posts, plus GEO tracking across ChatGPT, Perplexity, and Gemini. Includes automated QA tools, link auditing, and custom Python scripts for data tasks.
Brands that want to know whether they show up in AI-generated answers, or teams that need a content pipeline that doesn't require a person in the loop for every post.
Get In Touch
What You Get
Real outcomes, not just a checklist.
Content that ships itself
Recurring blog and social content generated on a pipeline, not written from scratch every time.
Drift caught automatically
QA tooling flags when live pages fall out of sync with source docs, before a client notices.
Less manual grunt work
Custom Python scripts handle the scraping, reporting, and one-off data tasks nobody wants to do by hand.
Nothing breaks silently
Automated link auditing catches broken links before a client ever finds them.
How This Actually Runs
A clear process, on your timeline.
Scope
I map out the actual tools, data, and systems involved before touching anything, so the workflow is built against reality, not assumptions.
Connect
I build the integration or pipeline against your real data and accounts, not a sample dataset that behaves differently than production.
Validate
The workflow gets tested against edge cases and failure modes, not just the happy path it was designed around.
Launch
It ships with monitoring and error handling in place from day one, not bolted on after the first silent failure.
Iterate
Once it is running on real data, I adjust based on what actually happens, not what was assumed during scoping.
No missed posts, no manual grind. Just content that ships itself. 🤖
Get In TouchThe standards behind every AI-Assisted Systems & Content Pipelines project.
Human-reviewable output
Generated content is structured for a quick human pass, not published sight unseen.
Drift checks built in
Automated QA catches when a live page no longer matches its source doc.
Link audits on schedule
Broken links are caught on a recurring basis, not just once at launch.
Python scripts documented
Custom data scripts ship documented, so someone else can actually run them.
Never overloads a tool
Content jobs pace themselves so a run never gets cut off mid batch.
GEO tracking built in
Visibility across ChatGPT, Perplexity, and Gemini is monitored alongside the pipeline.
Credential security
API keys are stored and rotated properly, never hardcoded into a script.
Testable in staging
New logic is proven on sample content before it touches the live queue.
Handoff that scales
Pipelines and scripts are documented well enough to run without me.
Why Clients Choose This
A remote senior developer, done properly.
The usual worry about going remote is communication and turnaround. Both dissolve when updates come straight from the person doing the work, not relayed through an account manager.
What's left is the math, and it favors not paying agency overhead for the same work.
See All ServicesSelected Work
A visual track record beats a list of claims.
“This is the 2nd project I've worked on with Usman in the past week or so. Similar job to the last where I needed a host of desktop designs converted into mobile. Once again he managed to deliver amazing results exactly as I wanted, and the delivery time was exceptional, a lot quicker than expected.”
Questions before we start?
What is GEO and why does it matter?+−
Generative Engine Optimization, making sure a brand gets cited when someone asks ChatGPT, Perplexity, or Gemini a relevant question, instead of only optimizing for Google's traditional search results.
Do you build custom AI tools or just use existing ones?+−
Both. GEOGym is a custom platform I built end to end. For most clients, the right answer is wiring existing AI APIs into a workflow that fits how their team already works.
How do we get started?+−
A short call or a written brief is enough for me to scope the work and give you a fixed quote or retainer estimate before anything begins.
Is this billed as a project or a retainer?+−
Depends on the work. One-time setups get a fixed quote, ongoing management runs as a retainer. I'll tell you which one fits before we start.
How long does setup typically take?+−
Varies by complexity, but most setups run from a few days to a couple of weeks. I’ll give you a specific timeline once I understand what’s involved.
Do I need to already have the tools or accounts in place?+−
Not necessarily. Part of scoping is figuring out what's already there and what needs setting up from scratch.
What happens if something breaks after setup?+−
Monitoring and error handling are built into the work itself, and ongoing support is available if you want it actively maintained long-term.
Do you work with clients outside the US?+−
Yes, I work remotely with clients across the US, UK, Europe, and beyond, with async updates covering the time zone gap.
Let's turn this into something that works.
Tell me what you're building, where you are in the process, and what you need for AI-Assisted Systems & Content Pipelines. I'll get back to you within 24 hours.