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Greg ThomasGT
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Greg Thomas

@gregthomas

Systems Architect and AI engineer orchestrating LLMs, DSL runtimes, and HPC pipelines.

South Africa
Message

What I'm looking for

I’m looking to build distributed, agentic AI systems—LLM orchestration, custom runtimes, and HPC pipelines—where I can optimize for constrained hardware, ship on Kubernetes, and enforce intent/constraints through MCP-style tool interfaces.

I’m a Systems Architect and Engineer focused on large language model (LLM) orchestration, custom Domain-Specific Languages (DSLs), and high-performance computing pipelines. I bridge legacy hardware constraints with modern distributed AI infrastructure, designing highly optimized asynchronous runtimes and deploying agentic workflows on Google Kubernetes Engine (GKE).

In my recent work, I architected a high-performance compute pipeline that integrates ChorusDSL with a Fortran 90 and x64 translation layer to enable fast Fourier transformations on restrictive CPU bus architectures—while balancing deterministic math compute with stochastic model execution. I also designed an 8-way asynchronous execution engine for autonomous systems, then extended runtime capabilities into cloud environments using Kubernetes and CI/CD pipelines.

Earlier, as Lead Developer & Digital Architect at Mandelbroccoli Artworks, I transitioned core studio technology from geometric art generation into advanced Generative AI systems, including VQGAN+CLIP visual production pipelines and a high-availability 2TB SMB storage pool across 10 hardware nodes. I complement engineering with digital content and technical writing—building automated multimedia workflows and producing deeply researched, SEO-optimized documentation via WordPress.

Experience

Work history, roles, and key accomplishments

MM
Current

Lead Developer & Digital Architect

Mandelbroccoli Artworks / MMS

Jan 2018 - Present (8 years 6 months)

Transitioned core studio technology to advanced Generative AI systems, deploying visual production pipelines using IPython environments and VQGAN+CLIP. Built a high-availability 2TB unified storage pool using SMB across 10 hardware nodes and optimized legacy computing architectures to support modern LLM orchestration.

ED

AI Content Strategist

Eduvibz

Jan 2023 - Jan 2024 (1 year)

Developed custom Python-based audio processing pipelines and automated multimedia production workflows. Used LLMs to streamline educational content delivery pipelines and accelerate community growth metrics.

MysticalRaven.com logoMY

Freelance Technical Writer

MysticalRaven.com

Jan 2016 - Jan 2021 (5 years)

Produced high-volume, deeply researched technical documentation and SEO-optimized content. Managed digital publishing pipelines via WordPress alongside custom optimization tools.

Education

Degrees, certifications, and relevant coursework

KS

King Edward High School

National Senior Certificate

Earned the National Senior Certificate at King Edward High School in 2009.

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