MARIUSZ RUSKI
INITIALIZING 3D SOLID M
MR // CLOSING HUB · 3D ROTATIONAL MESH
ENTERPRISE ANCHOR: TAURON Nowa Energia

Most AI products fail at the interface.

I engineer scalable design systems, sub-second edge architectures, and autonomous workflows that turn complex models into production revenue.

Test 3D Sandbox ↓ View Retainer Models ($5k+)
TOTAL BLOCKING TIME 750ms → 10ms Qodeca Edge Architecture
GOVTECH PLATFORM PoC → Full-Stack Institutional PPP Concessions
EDGE SYNDICATION Onet.pl + WAF Sestry.eu High-Traffic Hub
DISCIPLINE Design Technologist Figma + Workers + TS + 3D
[ 01 // HARD METRICS CASE STUDIES ]

Proven Engineering outcomes

Zero speculative redesigns. Every case study documented with real business stakes, system architecture diagrams, and quantified ROI.

01 // GOVTECH / PPP PLATFORM Confidential GovTech Venture [NDA]

From Low-Code Validation to Next.js 14, Supabase & FastAPI LLM Architecture

Architecting a multi-party concession and infrastructure governance platform for emerging markets. Successfully validated the initial MVP via Webflow/Airtable/R2, then engineered the high-scale custom platform with row-level security and automated AI contract analysis.

Next.js 14 TypeScript Supabase Cloudflare R2 Python FastAPI
Read Deep-Dive Architectural Teardown →
STAGE PoC Validated → Custom 2.0
DATA ARCHITECTURE PostgreSQL ACID + RLS
AI PIPELINE Python FastAPI + LLM
02 // EXTREME WEB PERFORMANCE Qodeca & The Bay Club

Decimating Total Blocking Time from 750ms to 10ms with Edge Offloading

Complete architectural overhaul of the agency platform using the Lumos framework. Deployed interaction-triggered script deferrals for GTM, bypassed Webflow asset bottlenecks via Cloudflare Workers + R2, and converted typography payloads by 65%.

Webflow Lumos Cloudflare Workers Cloudflare R2 TypeScript Vitest GSAP
Read Deep-Dive Architectural Teardown →
TOTAL BLOCKING TIME 750ms → 10ms
MOBILE PAGESPEED 41 → 71+
FONT PAYLOAD -65% (WOFF2)
03 // EDGE ARCHITECTURE & BUSINESS GROWTH Sestry.eu

Engineering High-Traffic Edge Infrastructure, AI Bot Shields & Onet.pl Syndication

A multidisciplinary approach to scaling an international media platform. Engineered Cloudflare Workers as a smart reverse proxy, automated multi-lingual content syndication feeds for Onet.pl, and configured edge WAF rules to block unauthorized AI training crawlers.

Cloudflare Workers Edge Cache API DeepL API ATOM/RSS WAF Rules
Read Deep-Dive Architectural Teardown →
DISTRIBUTION Automated Onet.pl ATOM Feed
LOCALIZATION DeepL Edge Pipeline
SECURITY AI Crawler Shield & WAF
ENTERPRISE CREDIBILITY ANCHOR

TAURON Nowa Energia — AI UX & Agentic Workflows Lead

Designing AI-native design systems for LLM latency, streaming states, and token architectures. Engineering autonomous multi-agent pipelines and executive interactive prototypes for C-level leadership across TAURON Group. (Scope confidential under enterprise NDA).

ACTIVE CONTRACT · 2026
[ 02 // INTERACTIVE PROOF OF WORK ]

3D Design System & token Inspector

Manipulate the monolithic WebGL object. Watch design system tokens and generated TypeScript mutate in real-time.

RENDERER: THREE.JS WEBGL · 60FPS · DRAG TO ROTATE
ACTIVE: ICOSAHEDRON GEOMETRY
DESIGN TOKENS // SHADER PARAMS LIVE SYNC
SURFACE ROUGHNESS 0.35
METALLIC REFLECTION 0.85
ORBIT SPEED 1.0x
GENERATED_TOKEN_SPEC.TS AUTO-COMPILED 
// Live Design Token Matrix
export const sculptureToken = {
  primitive: "IcosahedronGeometry",
  wireframe: false,
  roughness: 0.35,
  metalness: 0.85,
  orbitRate: 1.0,
  p99RenderBudget: "16.6ms"
} as const;
[ 03 // ENGAGEMENT ARCHITECTURE ]

Partnership & retainer Models

MINIMUM FLOOR: $5,000 / MO · LONG-TERM COMMITMENT
MODEL 01 // ONGOING PARTNER 1 SLOT AVAILABLE

Fractional AI Product Technologist

$5,000 / month (minimum 3-month commitment)

Embedded senior engineering and design partner for venture-backed AI startups and high-tier agencies. Continuous delivery across your full product lifecycle.

  • ✓ AI interface architectures (streaming states, latency UX, prompt loops)
  • ✓ Edge computing & API orchestration (Cloudflare Workers, R2, Supabase)
  • ✓ Scalable design systems (Figma variables, Lumos, WebGL/Three.js assets)
  • ✓ Direct Slack/Discord access & asynchronous weekly sprints
Apply for Fractional Slot
MODEL 02 // RAPID ACCELERATION INTENSIVE EXECUTION

High-Velocity Architecture Sprint

$10,000 / 14-day dedicated sprint

A focused two-week sprint designed to validate, architect, and deploy a production-ready AI prototype, edge architecture overhaul, or complex 3D interface.

  • ✓ Zero-to-One production MVP (Next.js/Astro + Supabase/Edge + LLM)
  • ✓ Extreme performance overhaul (Core Web Vitals TBT < 50ms)
  • ✓ Executive presentation & interactive 3D prototype for investors/board
  • ✓ Full codebase handover with strict TypeScript, tests, and documentation
Book Sprint Discovery Call
ℹ Every call is pre-qualified. You will be asked about project scope, timeline, and budget confirmation.