Emi Linds | Human-centered creative technologist | Certified Advanced Deep Learning Specialist (IBM)
I bring my story into every room, because I no longer believe in fragmenting myself to be effective…
and if you’ve read this far, maybe you don’t either. 🙂
I’m currently employed fulltime. While I’m not available for consulting engagements at this time, I’m always open to meaningful conversations. If something here resonates, let’s connect over coffee, curiosity, or a shared commitment to building with depth.
► Certified Advanced Deep Learning Specialist (IBM)
► Applied ML with Python, Scikit-learn, Pandas, TensorFlow, and Keras
► Neural Network Architecture | Transformers | CNNs | Reinforcement Learning
► Data Vectorization | Feature Engineering | Model Evaluation
► Interaction Design for the Web
► Web Development (SAIT) | Front-End & UX Fundamentals
► WordPress, HTML, CSS, CMS Strategy, Accessibility-First Communication
► Multimedia Creative Direction | MarTech Implementation
► Google Data Analytics Certified
► Data Analysis with R | SQL | Seaborn
► Empathy Mapping | Visual Storytelling | Signal Extraction in Noisy Systems
► Curriculum design for AI literacy and behavioural insights
► Responsible AI design | Narrative systems yhinking
► Trust-building in digital ecosystems | Empathy-at-Scale
► Education planning for upskilling
► Conversational systems & empathy modeling
I grew up in neighbourhoods where tension sat in the air like smog, where you learned to read a room before you choose to step into it, where de-escalation was a survival skill, and I practiced it like an art form.
Proximity to society’s most vulnerable isn’t a badge for me. It was just how life was, and somewhere in that grit, I had my Scarlett O’Hara moment, a quiet vow between exhaustion and fire:
I will never struggle like this again.
And from that moment on, I didn’t.
I aged up, moved out. I built. I hustled across disciplines, industries, systems, to master the language of data, design, and clarity.
Now, I chase two beautiful children when I’m not working at my full-time role in WealthTech, and write system-thinking pieces disguised as corporate poetry when they’re sleeping.
My motivation: Translate complexity. Protect what’s still human. Build a future worthy of our children’s children.
“It Begins With a Diagnosis” My publication in the Canadian Journal of Autism Equity at McMaster University
Read it here: https://mulpress.mcmaster.ca/cjae/article/view/5985
This is the story of our family’s journey into the world of neurodiversity.
It’s a large part of why I want to help make systems more humane, and for technologies that honour humanity.
I converse selectively with systems-thinkers, innovators, builders, and organizations committed to meaningful, human-centered impact. If you’re reaching out with a conversation that aligns with that, thank you.
Let’s begin with intention.
The Human Margin Clarity System by Emi Linds is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Disclaimer
The Human Margin Clarity System and the Human Margin for AI is provided for informational and educational purposes only. It does not constitute legal, financial, technological, or professional advice. While the concepts presented are intended to support ethical leadership and responsible innovation, implementation of this framework is at the sole discretion and responsibility of the user. No guarantees are made regarding specific outcomes. The author disclaims all liability for actions taken based on this material.
Emi Linds is a strategist, creative technologist, and author of The Human Margin for AI – a framework for responsible AI, organizational clarity, and narrative-led systems change. She writes at the intersection of human-centered AI, empathy design, and ethical innovation. Based in Canada, Emi lives with her husband and they are raising two tiny future innovators.
Designed with heart️ by Emi Linds
Linkedin: https://www.linkedin.com/in/emilinds/