System Architecture
Domain-driven service design, scalable data flows, and platform-level abstractions for products built to grow.
001 / IDENTITY · NODE-RK-01
Engineering
Engineering
modern digital
systems.
I architect AI-native platforms — cinematic frontends, scalable backends, agentic workflows, and operational intelligence. Built for scale, automation, and future-ready digital ecosystems.
Cross-disciplinary execution across system design, AI engineering, frontend craft, and cloud operations — built to ship production systems, not prototypes.
AI Product Engineering
Agentic workflows, LLM orchestration, retrieval pipelines, and AI-native product surfaces with measurable outcomes.
Full Stack Engineering
Production systems end-to-end — typed APIs, resilient data layers, and cinematic frontends that hold up under load.
Automation Strategy
Workflow engines, multi-channel pipelines, and operational automation that compress manual work into background tasks.
Cloud & Infrastructure
AWS, Bedrock, Cloudflare, Azure DevOps — observability, CI/CD, and edge delivery for systems that don't fall over.
Cinematic Frontend
GSAP & ScrollTrigger choreography, smooth-scroll architecture, and immersive interaction systems engineered for conversion.
Each delivered at production quality. Pick a discipline; I architect, engineer, and ship the system end-to-end.
Custom Website Development
- Responsive, mobile-optimised, conversion-focused websites
- Premium UI/UX with GSAP animations & smooth-scroll systems
- AEO & AI-search friendly architecture
- High-speed, performance-optimised frontend implementation
Custom Web Application Development
- Admin dashboards, CRM systems & recruitment platforms
- Role-based access, authentication & session management
- SaaS platforms & internal operational tools
- API integrations & complex automation workflows
Shopify Custom Theme Development
- 7 custom Shopify themes built from concept to live store
- WebstaurantStore-style mega menus & L1–L4 collection hierarchies
- Advanced metafields, custom product templates & member pricing
- Performance-optimised, mobile-first Shopify architecture
Shopify App Development
- Custom Shopify apps for store-specific workflow automation
- Private app development for advanced operational needs
- WSH plugin integration & custom pricing logic
- API-connected backend services for Shopify ecosystems
AI Product & Workflow Engineering
- AI chatbot & conversational workflow systems
- Agentic workflow orchestration & multi-agent pipelines
- Prompt engineering & AI-assisted operational tooling
- AI-powered lead systems & customer interaction automation
Frontend Experience Design
- Cinematic UI with GSAP ScrollTrigger & motion storytelling
- Interactive interfaces & premium high-conversion landing pages
- Three.js / WebGL experiences for immersive brand storytelling
- Modern responsive layouts with Lenis smooth scroll
Backend Architecture & System Engineering
- PHP, Node.js (NestJS) & Python backend systems
- Database architecture — MySQL, PostgreSQL, MongoDB
- Secure API development & authentication systems
- Scalable business logic & operational workflow engineering
WordPress Engineering & MVP Development
- Advanced custom WordPress development & plugin engineering
- Recruitment platforms, business portals & SaaS MVPs
- Custom workflow systems, Elementor widgets & plugin suites
- Performance optimisation, security hardening & SEO/AEO
Automation Systems
- Workflow, lead & form automation architecture
- AI-assisted process automation & WhatsApp/Instagram pipelines
- Notification systems & operational process optimisation
- Multi-channel marketing automation (Klaviyo, Brevo, Meta)
SEO, AEO & Performance Optimisation
- Technical SEO & AEO implementation for traditional & AI search
- GPT-friendly content structures & semantic page architecture
- Core Web Vitals improvement & metadata optimisation
- Schema-ready structured data implementation
Six engagements representing the surface I work across — AI-native CLIs, autonomous SEO platforms, automation hubs, business ecosystems, operational workflows, and cinematic experiences.
Cortex AI CLI System
Advanced AI-native CLI environment inspired by modern agentic development systems — built for intelligent workflows, automation orchestration, and developer-focused AI operations. Streaming agents, tool-calling, deterministic replay.
ROLE / System Architect · AI Workflow Engineer · Full Stack Developer
PRJ-01 · cortex.cli
v0.42
cortex ~/ $ agent run --plan refactor
→ planning [████████████] 12/12 steps
→ exec [██████░░░░░░] tool: code.edit
▌ writing src/services/auth.ts
✓ tests passed (38)
→ tokens: 18,420 / cost: $0.21
▍
RankOps — Autonomous SEO & AI Visibility
AI-powered autonomous SEO and AEO system focused on semantic optimization, AI discoverability, automated content intelligence, GPT-friendly indexing, and scalable search visibility workflows.
ROLE / Product Architect · AI Systems Engineer · Backend Developer
PRJ-02 · rankops.signals
live
SERP / google↑ 12 → 03
AEO / chatgptcited · 8 q's
AEO / perplexitycited · 14 q's
semantic clusters42 active
auto-briefs / wk128
Nexara — Automation Hub
Centralized automation platform integrating WhatsApp, Facebook, Instagram, DMs, conversational workflows, lead handling, notification systems, and operational automation pipelines.
ROLE / Automation Architect · Full Stack Developer · AI Workflow Engineer
PRJ-03 · nexara.flow
●●●
SynergyHub — Business Platform & App Ecosystem
A scalable operational ecosystem with connected application workflows, backend systems, business automation, dashboard infrastructure, and platform-level architecture.
ROLE / Full Stack Developer · System Architect · Product Engineer
PRJ-04 · synergy.platform
multi-app
CRM
●
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Billing
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Auth
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Workflows
●
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CORE
v3.2
v3.2
Reports
●
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API GW
●
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Queue
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Notify
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AI-Powered Operational Workflow Systems
Scalable workflow-driven platforms with authentication systems, dashboard architecture, monetization workflows, operational automation, role-based systems, and business process optimization.
ROLE / System Architect · Backend Engineer · Workflow Designer
PRJ-05 · workflow.graph
42 nodes
Premium Cinematic Digital Experiences
High-end frontend systems using GSAP, ScrollTrigger, smooth-scroll architecture, cinematic motion design, immersive storytelling, and conversion-focused interaction engineering.
ROLE / Creative Frontend Engineer · Motion Systems Architect
PRJ-06 · motion.studio
60fps
60FPS · GSAP+LENIS
scene · 01
Cinematic hero reveal
parallax
Depth layers · 0.4×
scene · 04
Pinned storytelling
motion
Stagger · 0.06s
scene · 01
Cinematic hero reveal
parallax
Depth layers · 0.4×
scene · 04
Pinned storytelling
motion
Stagger · 0.06s
timeline
scrub · 1.2s
scene · 02
Kinetic typography
scroll
Lenis · 1.15 ease
timeline
scrub · 1.2s
scene · 02
Kinetic typography
scroll
Lenis · 1.15 ease
fps
60 / locked
scene · 03
Volumetric blob
ease
expo.out
fps
60 / locked
scene · 03
Volumetric blob
ease
expo.out
I build AI as production infrastructure — agent orchestration, retrieval pipelines, tool execution, and human-in-the-loop control surfaces. Not demos. Systems that compound.
01 / INGESTMulti-channel signalswebhooks · streams
02 / ROUTEIntent classifierllm · rules
03 / REASONAgent orchestratorplan · tools · memory
04 / EXECUTETool calls + actionsapis · queues
05 / OBSERVETraces & evalscost · quality · drift
Four principles that shape every system I ship — from the data model to the last keyframe.
P.01
Systems, not features.
Every interface is the surface of a system. I design the data shape, the lifecycle, and the failure modes before I write a single component.
P.02
Operational by default.
Logs, traces, evals, cost. If you can't observe it, you can't run it. Observability is a feature, not an afterthought.
P.03
AI as infrastructure.
Agents are services. They version, they fail gracefully, they have SLAs. Treat them like databases, not magic.
P.04
Motion with intent.
Every animation should clarify hierarchy, signal causality, or set pace. Otherwise it's noise — and noise is the enemy of craft.
Battle-tested across frontend craft, backend depth, cloud-scale infrastructure, and AI-native workflows.
// frontend
- Next.js
- React
- TypeScript
- JavaScript
- GSAP
- ScrollTrigger
- Lenis
- Tailwind
// backend
- Node.js
- PHP
- Python
- REST / GraphQL
- MySQL
- PostgreSQL
- MongoDB
- Redis
// cloud / infra
- AWS
- Cloudflare
- Azure DevOps
- GitHub Actions
- Linux / Bash
- Docker
- CI/CD
- Observability
// ai systems
- AWS Bedrock
- NVIDIA NIMs
- Agentic Workflows
- RAG Pipelines
- Conversational AI
- Prompt Engineering
- Tool Calling
- Evals
Topology, CI/CD, observability — engineered as part of the product, not bolted on afterwards.
EDGEL1
Cloudflare
DNS, CDN, Workers, Pages — global edge delivery.
CLOUDL2
AWS · EC2 · S3 · Lambda
Compute, storage, and serverless event handlers.
AIL2
AWS Bedrock · NIMs
Hosted models, embeddings, agent runtime.
CI/CDL3
GitHub Actions · Azure DevOps
Pipeline-driven deploys, env promotion, rollback.
DATAL3
PostgreSQL · MongoDB · Redis
Relational, document, and cache — chosen per workload.
OBSL4
Logs · Traces · Evals
End-to-end visibility across services and agents.
009 / CONTACT · HANDSHAKE
Let's architect something that compounds.
Selectively taking on AI-native platforms, automation systems, and cinematic product engagements. Reach out — concise briefs preferred.
RESP < 24h
·
REMOTE / GLOBAL
·
NDA ON REQUEST