RAG & LLM features
Chat, search, and answer systems grounded in your own content, documents, and product data. Built with retrieval, ranking, prompt design, evaluation, and production safeguards.
OpenAI Anthropic RAG
shipped · Fuzion AI
~ / anton-vanyukov / lead-web-engineer / since-2004
AV
Anton Vanyukov · Brisbane, AU
Lead web engineer in Brisbane, Australia.
You hire me.
Not an agency.
Enterprise web platforms, publishing systems, large-scale migrations, and AI-native products. I write the code and own the result, whether that's on your team or on your project.
that's me
hands-on
since-2004
recently shipped
● 2026.05 · Agentic Kanban board ● 2026.02 · Reaktiv / The Code Co ● 2026.02 · Eluxo AI ● 2025.10 · PartyBags.au ● 2025.08 · FacePlus Aesthetics ● 2025.02 · WP Boost MCP server ● 2024.12 · MyOwnCDN ● 2024.12 · Dunera & Queen Mary ● 2023.07 · TechCrunch 15k-video migration ● 2022.09 · SVOMTO ● 2022.08 · Fuzion AI
20+
years of experience
Building production web platforms; agencies, products, and the in-between.
Microsoft · Yahoo
official vendor work
WordPress Core
contributor · plugin dev
PMP · Sanity
certified
4.95★
100+ client reviews
$ select path _
Two ways to work with me.
Pick one. The other path stays one click away.
▹ for hiring teams A 20-year arc, hands on.
§01
/ for hiring teams 05 roles
A 20-year arc of production engineering, hands on the whole way.
Download full résumé PDF ↓ (opens in new tab)- 01
Engineering Contractor · The Code Company / Reaktiv
2025 - nowComplex publishing-platform work for AU and US clients including MS NOW and Memberful: PHP, TypeScript, React, Gutenberg, custom plugins and REST APIs.
- 02
Lead Web Engineer · Fueled / 10up
2022 - 2025Headhunted for enterprise web and large-scale migration. Built a Microsoft content-automation platform on WordPress + Azure Queues; led the TechCrunch 15,000+ video migration off Yahoo's legacy platform to YouTube; architected WP Boost, a WordPress-aware MCP server.
- 03
Head of Development · WPMU DEV
2019 - 2022Led 25+ engineers and SREs. Cut release cycles from up to 12 months to 4 weeks; built CI/CD with automated testing and security checks; 35% fewer bugs per release, 40% lower tooling cost.
- 04
Lead Developer · WPMU DEV
2017 - 2019Led Smush and Hummingbird: 1M+ and 100K+ active installs, both 5★ on WordPress.org, 65M+ downloads between them. The hands-on product-engineering core of my career.
- 05
Technical specialist → Head of IT
2004 - 2017Started 2004 at Rambler Telecom, moved to Diebold; built my first dev team in 2009; ran IT departments, $1M+ budgets and ISO 27001 programs before switching back to full-time engineering. Certified: PMP, Sanity Developer, Microsoft Certified Professional.
▹ for clients You hire me. Not an agency.
§02
/ Why me, not an agency 04 reasons
Four reasons working with me tends to outperform a layered agency.
- 01
Staff-level engineering, hands on
src/staff-level.mdI write the code. I run the migrations. I review the PRs. 20+ years of production work for enterprise publishing, headless CMS, custom platforms, and AI products, applied directly to your project.
- 02
PMP-certified delivery
docs/process.mdProject management is part of the deal, not an extra. Clear scope, realistic timelines, and predictable releases. The same delivery discipline I brought to Microsoft and TechCrunch projects.
- 03
Fast cycles, real launches
history/timing.mdAt WPMU DEV I cut release cycles from 12 months to 4 weeks across products used by millions. The same lean approach scales down to a single business website.
- 04
I stay after launch
ops/support.mdI don't disappear. Most clients stay on month-to-month for maintenance, performance work, and small new features. The same engineer who built it keeps it healthy.
§03
/ AI built in
AI, built in. Not bolted on.
I have worked with neural networks since my 2010 computing degree, where my thesis applied Kohonen networks to vibration diagnostics. That foundation still matters: I do not treat AI as a black box or a marketing layer.
Today, I build production AI systems using LLMs, RAG, agents, fine-tuning, automation, and model evaluation. That includes MCP tooling other engineers can build on, content pipelines, product image systems, and AI features that sit inside real products.
The difference is not just using AI. It is knowing where it helps, where it fails, and how to ship it safely inside software people rely on.
AI agents & automation
Agentic workflows that triage, generate, enrich, publish, and act across real systems. Useful where the work has context, rules, tools, and repeatable decisions.
LangGraph LangChain MCP
shipped · Agentic Kanban board
AI image & content
Branded visuals, SEO-aware copy, product imagery, and content workflows at scale. From a source image, structured data, or a brief to usable production assets.
DALL·E Vertex AI Azure AI Vision
shipped · Eluxo AI
Models & fine-tuning
When off-the-shelf models are not enough: custom training, fine-tuning, classification, evaluation, and model selection grounded in neural-network fundamentals.
PyTorch HuggingFace fastai
shipped · Eluxo AI · model training
§05
/ Stack 06 tools
The right stack for the job.
WordPress is the default; flexible, well-supported, easy to manage. For speed or custom logic I reach for Astro, Laravel, or a headless CMS like Sanity. Cloudflare for performance and edge. Sanity-certified since 2025. And AI where it earns its place: LLM features, RAG, and fine-tuned models wired into the stack.
AI
AI
LLM · RAG · MCP
OpenAI, Anthropic, PyTorch, HuggingFace
default
WordPress
default · CMS
65M+ downloads led at WPMU DEV
Astro
static · headless
content sites · speed
Laravel
custom · app
real business logic
Sanity
headless · CMS
certified developer (2025)
Cloudflare
edge · perf
workers · images · CDN
§06
/ Reviews 4.95 avg · 100+
"Anton has proven himself to be reliable and exceedingly helpful. He completely redesigned our out-of-date website thoughtfully, and was even able to help us with logo design. Communicative and open to feedback. Couldn't recommend him more."
"An outstanding experience with creating and managing a business website. Highly recommending Anton."
"Anton went above and beyond on this project, he was outstanding. I will definitely use him again in the future when I need his help."
Let's talk.
Hiring for a senior or lead role, or need a site built, rebuilt or taken over? Either way, start here. Fastest reply by email.
anton@mrv.dev →- Location
- Brisbane, Australia
- in/antonvanyukov (opens in new tab)
- GitHub
- av3nger (opens in new tab)
- WordPress
- @vanyukov (opens in new tab)