Why I spent months building an AI simulation engine to break the IELTS Band 6.5 bottleneck

Hey everyone,

I’m Said Baouhmad, a solo developer, and I wanted to share the raw journey behind a platform I’ve been pouring my nights into building: IELTSRise.

The inspiration came from watching brilliant, hard-working international students consta…


This content originally appeared on DEV Community and was authored by M4CR0D0S3

Hey everyone,

I'm Said Baouhmad, a solo developer, and I wanted to share the raw journey behind a platform I’ve been pouring my nights into building: IELTSRise.

The inspiration came from watching brilliant, hard-working international students constantly stall out at a flat Band 6.5 on their IELTS exam writing modules. Because high-end human tutoring is gated behind steep hourly fees ($30–$50+/hr), most students simply cannot afford the continuous feedback loop required to figure out what microscopic structural or grammatical errors official examiners are penalizing them for.

To solve this, I spent the last few months engineering an automated, instant evaluation engine. Instead of just guessing a vague score, the platform maps an essay across all 4 official assessment criteria quadrants independently, highlights precise vocabulary collocation gaps, logs grammatical errors, and generates a side-by-side Band 9 model rewrite for that exact prompt.

The Launch Day Challenge 🚀

We officially went live on Product Hunt today to launch IELTSRise out into the wild!

Building in public as a solo founder is an incredible mix of excitement and imposter syndrome. I am heavily focused on scaling our organic visibility and fine-tuning our user experience right now, so I would love to ask this community for some raw product feedback:

  1. Growth Stack: For an educational tool relying heavily on landing resources, what are your absolute favorite methods for accelerating programmatic SEO indexing?
  2. UI/UX Strategy: When managing complex data dashboards (like granular score trends over time), what tricks do you use to keep the workspace clean and un-intimidating for everyday users?

If you have a spare moment today to check out our live framework, test your own writing skills for free, or support our launch, it would mean the absolute world to me:

Thanks so much for the support. I’ll be hanging out in the comment sections below to talk architecture, algorithms, or product strategy!


This content originally appeared on DEV Community and was authored by M4CR0D0S3


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M4CR0D0S3 | Sciencx (2026-06-03T02:04:43+00:00) Why I spent months building an AI simulation engine to break the IELTS Band 6.5 bottleneck. Retrieved from https://www.scien.cx/2026/06/03/why-i-spent-months-building-an-ai-simulation-engine-to-break-the-ielts-band-6-5-bottleneck/

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" » Why I spent months building an AI simulation engine to break the IELTS Band 6.5 bottleneck." M4CR0D0S3 | Sciencx - Wednesday June 3, 2026, https://www.scien.cx/2026/06/03/why-i-spent-months-building-an-ai-simulation-engine-to-break-the-ielts-band-6-5-bottleneck/
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