Author

Husain Ayoob

Founder & CEO, Ayoob AI Ltd

Founder and CEO of Ayoob AI Ltd, a Newcastle-based full code AI automation agency. Northumbria Computer Science with AI graduate, five patents pending, and clients across the UK, Europe, the Middle East, and Singapore.

Biography

Background

Husain founded Ayoob AI in September 2024 immediately after graduating from Northumbria University with a BSc in Computer Science with AI. The company was incorporated in Newcastle upon Tyne and now delivers full code AI automation to UK enterprises and SMBs, with engagements extending to Paris, Dubai, and Singapore.

Before Ayoob AI, Husain led a six-month final-year live project with Lockheed Martin, building AI software that detects cyberattacks in computer networks and generates LLM-written security reports. That work underpins the engineering discipline that now defines Ayoob AI: full code systems, audit-grade precision, and production-ready from day one.

Husain has filed five UK patents across the core components of the Ayoob AI stack, covering adaptive WebGPU pattern matching, GPU-side query execution, GPU inhibition scoring, heterogeneous compute dispatch, and non-comparison float sorting. The patents form the technical moat beneath every engagement the company ships.

Originally from Bahrain and now based in Newcastle, Husain speaks regularly on enterprise AI and has been featured by Northumbria University, Universities UK, and the Northern Echo. He attended the Universities UK Chancellors Reception at the House of Lords and was accepted onto a programme to pitch services to LVMH.

Expertise

Areas of expertise

Full code AI automation

WebGPU enterprise compute

Heterogeneous CPU/GPU dispatch architecture

Private AI on-premise for regulated industries

AI for finance, legal, manufacturing, hospitality, and logistics

Cybersecurity-adjacent AI (LLM threat reporting)

Credentials

Education and credentials

Education

BSc Computer Science with AI

Northumbria University, 2024

+ISO 27001:2022 certified (organisation)
+Cyber Essentials accredited (organisation)
+Northumbria University Incubator Hub alumnus
+Companies House registered: Ayoob AI Ltd, registered 3 September 2024

Patents

Patents pending (UKIPO)

Five UK patents pending at the UK Intellectual Property Office, covering the core components of the Ayoob AI full code stack.

Adaptive WebGPU Pattern Matching

UKIPO · pending

Two-phase GPU pattern matching using character-frequency histograms for real-time fraud, threat, and content detection across massive streaming corpora.

Ayoob AI Query (WebGPU-Accelerated Query Processing)

UKIPO · pending

GPU-side execution of relational operators (filter, aggregate, join) for client-side query engines that run SQL-shaped workloads without a backend round-trip.

GPU Inhibition Scoring

UKIPO · pending

Formal scoring function that inhibits GPU dispatch on categorical failure modes (SIMD divergence, atomic contention, Float32 precision loss) so the pipeline falls back to CPU safely.

Ayoob Compute (Adaptive CPU/GPU Dispatch)

UKIPO · pending

Runtime self-calibrating compute allocation engine that routes each operation to CPU, Web Workers, or WebGPU based on dispatched microbenchmarks, dataset shape, and device capability.

Ayoob Sort (IEEE 754 Non-Comparison Float Sort)

UKIPO · pending

Radix-256 float sort using IEEE 754 bit-transform to achieve linear-time performance on numerical data, bypassing Array.prototype.sort() limits in enterprise SaaS.

Press