AI Workflows Specialist
in UX Design

I build custom AI tools, automated design workflows, and systems that let one person do the work of a team.

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The Shift

From Designer to Design Engineer

In 2023, I stopped using design tools. I started building them.

Before 2014 – 2023
  • UX Designer
  • Delivered designs
  • Used tools
  • One domain
  • Weeks per project
  • Design deliverables
After 2024 – Now
  • Design Engineer
  • Builds design systems
  • Builds tools
  • Any domain
  • Days per project
  • Deployed experiences
What I Build

If there's a problem, I'll design the system to solve it.

AI Tools & Automation

Voice apps, generators, custom pipelines — tools that accelerate creative workflows.

Design Infrastructure

MCP servers, design systems, internal tools that multiply team output.

Custom Software

IoT, fintech, mobile, media — purpose-built applications for complex domains.

UX & Product Design

Enterprise, mobile, healthcare — end-to-end product thinking shipped to production.

Creative Technology

AI video, music production — design methodology applied beyond the screen.

Workflow & Process Design

Custom pipelines, AI-driven ops, automation systems that remove bottlenecks.

How I Build

01I break the big task into smaller, solvable problems

02I study each problem until I truly understand it

03I architect the right solution — not the obvious one

04I build and validate — one component at a time

05I connect the pieces into one working system

06I ship it

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Featured Projects

Not experiments. Shipped products.

Each built with a process most teams skip.

Voice AI Assistant
AI-Powered

Voice AI Assistant

Dictate, translate, transform — all at once. Hands-free workflow for knowledge workers.

View Case Study
Video Scenarios Tool
AI-Powered

Video Scenarios Tool

From idea to full storyboard and generation prompts in minutes. Not days.

View Case Study
AI Video Production
AI-Powered

AI Video Production

A music video built like a product: research, storyboard, seven tools, shipped.

View Case Study
Miro MCP Server
AI-Powered

Miro MCP Server

Custom MCP integration for Miro. Direct AI-to-design-tool communication.

View Case Study
Image to ASCII
Creative Tech

Image to ASCII

Instant algorithmic conversion from image to high-fidelity ASCII art.

View Project
Image to JSON
Workflow

Image to JSON

Extract structured JSON data directly from UI screenshots using vision models.

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Infographics Decision Tree
Workflow

Infographics Decision Tree

Interactive logic for routing and rendering complex infographic data.

View Case Study
AI Image Upscaler
AI-Powered

AI Image Upscaler

Enhance fidelity and clarity of low-res images automatically via neural networks.

View Case Study

More projects coming soon...

Experience & Expertise

Numbers that back up the work.

Fortune 500 Clients
0 Project Completion Rate
0 Years of Experience
0 Teams Collaboration
0 Designers Led
0 AI Tools Built
0 Custom MCP Servers
0 Domains Solved
UX Design Product Design User Interface Design Service Design Design Thinking Concept Creation Branding Prototyping Wireframing Sketches Interface Animation Moodboards Design Systems Design System Creation Design System Maintaining Design System Guidelines UI Kits UI Refactoring UI Audit Typography Color Scheme Development Grids Layout Responsiveness Adaptiveness Guidelines for Developers User Research Discovery Discovery Framework Remote Discovery User Interview User Observation User Personas User Stories User Testing Usability Validation Surveys Competitive Research Empathy Mapping Customer Journey Map Affinity Mapping Rich Picture Mapping Card Sorting Task Analysis Jobs to be Done Problem Solving Problem Framing Expert Review Heuristic Evaluation Guerilla Testing Net Promoter Score Success Metrics Accessibility AA Accessibility AAA Accessibility Annotations Product Strategy Roadmap Prioritisation Estimation Design Sprint Service Blueprint Stakeholders Map Stakeholders Diagram Business Model Canvas Business Goals Discovery Business Processes Mapping SWOT Analysis RACI Matrix How Might We Storyboarding Mindmapping Information Architecture Workshops Lightning Workshops Retro Workshops Brainstorming Brainwriting Ideation Ideas Crash-testing Feedback Retrospective Knowledge Sharing Collaboration with Front-end Collaboration with Back-end Collaboration with BA Collaboration with QA Distributed Remote Teams Mentoring Web Applications Mobile Apps Desktop Software Enterprise Products AI Integration AI Design Processes & Automation AI Media Agentic Workflows AI Pipelines MCP Servers MCP Protocol Prompt Engineering LLM Integration Multi-Agent Systems RAG Systems AI Code Generation AI Image Generation AI Video Production ComfyUI Workflows AI Prototyping AI-Assisted UX Research n8n Automation Figma Miro Maze Sketch Principle Adobe Creative Cloud Claude ChatGPT Cursor Windsurf VS Code HTML / CSS
The Stack

Building blocks of my production pipeline.

These aren't tools I've tried. These are what I ship with every day.

AI & LLMs

Claude ChatGPT Gemini Grok Perplexity NotebookLM HuggingFace Midjourney ElevenLabs Mistral AI DeepSeek OpenRouter LMArena Qwen Google AI Studio Meta AI Kie.ai

AI Media & Pipelines

Flux ComfyUI fal.ai Lovable Antigravity RunwayML Kling Luma AI Krea AI Leonardo AI Google Veo Sora Adobe Firefly RunningHub

Design & Research

Figma Miro Maze Storybook zeroheight MindNode Framer Relume Uizard Galileo AI UX Pilot Penpot

Creative Suite

Photoshop Illustrator Premiere Pro After Effects Lightroom DaVinci Resolve Canva Magic Studio Photopea VEED

Development

Cursor VS Code Python Node.js MCP Protocol v0 Bolt.new Supabase Replicate Runpod Weavy Netlify Codex GitHub

Productivity & Ops

Notion Slack Teams Jira n8n Zapier Linear Arc Browser
Who I Work With

Three paths. One standard.

Enterprise

I build design environments for organizations — systems, tools, and workflows that multiply your team's output without multiplying headcount.

Let's talk

Startups

From zero to shipped — faster than you think is possible. One person, full design and engineering capability.

Let's talk

Individuals

Custom solutions for unique problems. I'll build exactly what you need — not what's available off the shelf.

Let's talk
Recommendations

What people say.

I had the pleasure of working with Roman, who provided invaluable consultations on optimising AI workflows and leveraging artificial intelligence in my projects. His design thinking is exceptional, and he is truly one of the best specialists in the market I've encountered. He is highly skilled and approaches problems systematically. I use several software tools he developed, which have simplified my work life by about 50%. I highly recommend him as an outstanding specialist in this field.

Anastasia Fialko
Anastasia Fialko Marketing Lead @ Tech Nomads

Roman is an excellent UX Designer with strong technical, communication, product, and research skills. We worked together on one of our key R&D AI-audio driven projects over the last year, and his proactive execution was one of the main drivers of its success. He is highly communicative, sharp-minded, and has strong analytical skills and critical thinking. Roman understands complex design systems from both a functional and aesthetic perspective, which makes him a uniquely effective partner for challenging product work.

Damyr Hadiiev
Damyr Hadiiev Senior Science Practice Lead · AI & Computer Vision

Worked with Roman on a commercial project and the experience was super positive. We've worked in dynamically changing conditions. Roman demonstrated good knowledge of AI interface trends, and was able to adapt to changing requirements fast. In the process he earned great trust and collaboration with the client. I'd be happy to work with Roman in the future projects.

Leonid Pavlovsky
Leonid Pavlovsky R&D Product Manager · 20k Students on Gen AI

Roman has a talent to simplify complex design solutions; to build and organise multi-platform design systems into scalable and easy to use beautiful digital products. Impressive experience, strong lead and mentoring skills. Passion to learn in wide areas, such as music, art, motion and digital design, cartography, automotive design and more. Design systems, design patterns, accessible design solutions, user centered design and a professional who values your and his time.

Vladyslav Kozlovskyi
Vladyslav Kozlovskyi Senior UX/UI Designer & Design System Manager

Roman is a solid designer, capable of managing and delivering all aspects of the product design life cycle. On top of all this he's a super nice guy! We worked closely together for some time... it was a thoroughly pleasurable experience.

Rory Colgan
Rory Colgan Design Recruitment

He was my mentor at SoftServe Internship program. It was great opportunity for me! I'm very thankful for helping me get new skills starting from communication and time management to Visual Design, Animation and growing as a professional. Will be happy to work with him in the future!

Lesia Nikoza
Lesia Nikoza Senior User Experience Designer @ SoftServe

He is a talented UX Designer, responsible and qualified specialist. Roman is the person who can identify the right problem and solve it in the most elegant way. His enthusiasm, perfectionism, ability to ask right questions really helped to deliver great design solutions. He became a great mentor for me! I would strongly recommend Roman.

Kate Holubtsova
Kate Holubtsova Senior Product Designer @ Adevinta

Roman is a very experienced, capable and knowledgeable UI/UX Designer. He is very honest, loyal and hard working and an absolute credit to his employer. He has genuine passion for travel and new experiences and I am sure he will go far in the future.

Jenny El Gabali
Jenny El Gabali Head of Admissions @ Rathdown School
The Foundation

10+ years of UX before AI changed

These projects shaped the methodology I now apply with AI. The problems were real. The processes were rigorous. The results were shipped.

Enterprise

Healthcare Platform

Complex clinical workflows redesigned for speed and safety across a multi-hospital network.

Platform

Code Discovery

Developer-facing search and navigation for a large-scale code intelligence platform.

Mobile

MotoShare

Peer-to-peer vehicle sharing app — from concept to shipped iOS and Android product.

Enterprise

Vendor Portal

Multi-tenant vendor management system handling complex approval and compliance flows.

IoT

Vehicle Tracking

Real-time fleet tracking system with geofencing, alerts, and driver behaviour analytics.

Leadership

Team & Process

Built and led design teams, established design operations, and mentored junior designers.

Contact

Let's build your design future.

Ready to move faster without losing quality? Let's discuss your project.

mailtotheroman@gmail.com LinkedIn
Open to projects ·