MARIUSZ RUSKI
SYS.EDGE
POP: WAW
RTT: --ms
INITIALIZING 3D SOLID M
MR // ENGINEERING LAB · 3D ROTATIONAL MESH
ENTERPRISE ANCHOR: TAURON Nowa Energia

Engineering production-ready AI interfaces.

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

Explore Case Studies ↓ View Retainer Models ($2k+)
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 // ENGAGEMENT ARCHITECTURE ]

Partnership & retainer Models

MINIMUM FLOOR: $2,000 / MO · FLEXIBLE COMMITMENT
MODEL 01 // ONGOING PARTNER 1 SLOT AVAILABLE

Fractional AI Product Technologist

$2,000 / month (flexible monthly retainer)

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

$7,000 / 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 interface.

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

Initiate engineering Discovery

DIRECT FOUNDER REVIEW · 24-HOUR RESPONSE SLA
🔒 Strict NDA protocols observed. Direct engineer triage.
// ENGAGEMENT PROTOCOLS
01
Zero Middlemen You interface directly with the lead engineer and technologist. No account executives, junior offloading, or overhead.
02
Deterministic Delivery Every sprint and retainer model operates on concrete pull requests, benchmarked Core Web Vitals, and battle-tested codebases.
03
Immediate Code Handover Full IP ownership from day one. Strict TypeScript types, end-to-end architecture schemas, and clean GitHub/GitLab repository setups.
DIRECT INBOX CHANNEL

Prefer direct asynchronous email or need to transmit confidential RFPs under mutual NDA?

[email protected] ↗