AI Product Manager • Product Strategy • AI Workflows
Delivering AI Products That Simplify Complex Human Problems
AI Product Manager with a background in digital design, building intelligent workflows and user-centered AI experiences that bridge business goals, automation, and usability.
ABOUT ME
Design thinker.
Problem solver.
Product builder.
Hello there, I’m Natalia. After years working in digital design, I’ve become deeply interested in the systems, strategy, and problem solving behind great products. I’m now applying that creative and user-centered foundation to project management, combining visual thinking with structured execution.
I’m passionate about finding smarter ways to work. Exploring how automation, AI tools, and intelligent workflows can improve the way projects are planned, built, and delivered across different industries at a faster speed and superior output. I’m driven by creating solutions that are both beautiful and genuinely effective.
MY APPROACH
How I think about AI
My approach to product management focuses on identifying the problem, and designing creative and engaging solutions with a team, using the power of AI to improve efficiency, decision making, and scalability.
With a background in digital design, I’m drawn to bold ideas that pair beautiful visuals with functionality.
Im specially interested in:
AI product design
Node based workflows
AI agents
Workflow automation
AI assisted decision making
AI strategy
PROCESS
From Problem Discovery to AI Workflow Design
A systematic approach to building products that solve real problems, scale impact and automate where possible.
01
Problem Discovery
Uncover the real problem
02
Research & Validation
Understand the landscape
03
Product Strategy
Vision & success metrics
04
Prototype
Design, test & iterate
05
Iterate
Understand the landscape
06
Scale
Document & learn
FEATURED
AI Product Case Studies
Three concept products exploring how AI can improve research, health tracking, and content production workflows.
AI UX Research Assistant
Automating qualitative research synthesis using AI to accelerate product decisions.
Faster insight synthesis
Pattern detection
Automated tagging & clustering
UX RESEARCH
AI WORKFLOW
UX OPS
Nutri AI
Concept product exploring how AI can simplify calorie tracking, meal planning, and habit coaching.
Mobile UI showcase
Nutrition assistant screens
Habit tracking visuals
HEALTH
AI BEHAVIOUR DESIGN
PERSONALISATION
AI-Powered Content Workflow
Designing an AI-assisted workflow to streamline content creation from idea generation to publishing.
Workflow diagram
Automation pipeline
AI content operations system
AUTOMATION
AI WORKFLOW
CONTENT PRODUCTION
TOOLKIT & CERTIFICATIONS
Jira
Asana
Notion
Zapier
ChatGPT
Claude
Weavy
n8n
Adobe Suite
Figma
WordPress
Framer
Google Project Management Certicate
PMI GenAI for Project Magament
NNG UX Certification
Enabling product teams to move faster,
think clearer, and scale smarter.