Speaking · Workshops · Conversations

Talking honestly about data, AI and building a career from real life.

I speak about data, analytics and AI in a way that makes sense to students, parents, educators and teams who do not live on tech Twitter. The tone is real, practical and grounded in lived experience, not hype.

Events and conferences Education and skills Internal team sessions Community groups and charities

What I tend to speak about

I stay close to the things I know well: learning, class, data, AI and what it feels like to build a career from a starting point that looks nothing like a brochure.

Data and real life

Talks and panels about how data shows up in education, work and everyday decisions, and how it feels when you are usually the one being measured, not the one doing the measuring.

  • How data shapes who gets seen and who gets missed
  • Reading charts without losing the human story
  • Why language around data matters for trust

AI for ordinary families and teams

Sessions on using AI when you do not have spare money, time or perfect confidence. Less “future of everything”, more “how do we make next week easier”.

  • Using AI as a study partner, not a shortcut
  • Realistic ways staff can use AI day to day
  • Keeping integrity and human judgment at the centre

Routes into data that don’t look linear

Sharing what it looks like to return to education later, move through college and into data and analytics while still holding everything else together.

  • Confidence, class and language in tech spaces
  • Building skills step by step without shortcuts
  • What organisations can do to open doors wider

Example sessions you can book

These are starting points, not rigid products. We can adapt length, focus and tone to fit your audience and your event.

Talk

“Data, AI and the view from the kitchen table”

A talk about using data and AI in the middle of real life: shared devices, shift patterns, caring responsibilities and limited headspace.

Ideal for
Education events, skills conferences, community groups
Length
25–40 minutes plus questions

Workshop

“Making AI feel usable for your learners”

A practical session for staff or youth workers on designing simple AI routines that support learning without replacing effort or breaking policy.

Ideal for
Colleges, schools, training providers, youth organisations
Length
60–90 minutes

Panel / fireside

“Finding your way into data and tech later on”

A conversation style session on non-linear routes into data and analytics, aimed at people who do not see themselves reflected in typical tech stories.

Ideal for
Careers events, internal talent programmes, bootcamps
Format
Panel, fireside chat or moderated Q&A

“I am not there to impress people who already feel at home in this world. I am there to make data and AI feel a bit less distant to the people who have every reason to be wary of it.”

What it’s like to work with me

I try to make the speaking side as straightforward as possible. Clear expectations, no diva behaviour, and enough prep that you know exactly what you are getting.

1

Quick call to understand your context

We talk about your audience, goals, worries and constraints. I ask a lot of practical questions: timing, room setup, how interactive you want things to be.

2

Outline, not a mystery

I send a clear outline: key points I will cover, suggested title and what people should leave with. You can feed back before anything is final.

3

Delivery that respects the room

On the day, I adjust slightly to the room’s energy and questions, but stay within the agreed boundaries. The tone is warm, honest and jargon-light.

4

Follow up if helpful

If it’s useful, I can provide a short recap, reading list or prompt sheet for people who want to keep thinking about the topic afterwards.

Formats I’m comfortable with

We can mix and match depending on what your event needs. I am happy to say “no” if something is not a fit.

Keynotes and talks

Structured talks with a clear narrative arc, space for lived experience and enough time for questions where possible.

Panels and conversations

Sitting alongside other voices to bring a grounded perspective on data, AI, access and routes into tech.

Workshops

Interactive sessions with exercises, discussion and practical outputs people can use afterwards, not just notes they never look at again.

Written and recorded pieces

Essays, blog posts or short video contributions when a written or recorded format makes more sense than a live session.

If you’d like this voice in your room

Whether you are planning a conference, an internal away day or a small community event, I am happy to talk about what might work.

Here’s the easiest way to start:

A couple of lines about your event, audience and dates is enough. We can shape something together from there.