Mentorship and the art of actionable advice

Reflections on what it takes to package expertise and deliver timely, actionable advice outside the context of employee relationships.

April 29, 2024

My experience as a Data Tech Lead with Work on Climate

The story of how I joined Work on Climate as a volunteer and became its data tech lead, with lessons applied to consulting & fractional work.

April 8, 2024

Atomic Habits is full of actionable advice

I put the book to use after the first listen, and will definitely revisit it in the future to form better habits.

March 12, 2024

The three Cs of indie consulting: Confidence, Cash, and Connections

Jonathan Stark makes a compelling argument why you should have the three Cs before quitting your job to go solo consulting.

February 17, 2024

New decade, new tagline: Data & AI for Impact

Shifting focus to ‘Data & AI for Impact’, with more startup-related content, increased posting frequency, and deeper audience engagement.

January 19, 2024

Psychographic specialisations may work for discipline generalists

When focusing on a market segment defined by personal beliefs, it’s often fine to position yourself as a generalist in your craft.

January 9, 2024

The lines between solo consulting and product building are blurry

It turns out that problems like finding a niche and defining the ideal clients are key to any solo business.

September 25, 2023

My rediscovery of quiet writing on the open web

Reflections on publishing on this website: Writing publicly to share thoughts and documentation beats chasing views and likes.

August 28, 2023

The Minimalist Entrepreneur is too prescriptive for me

While I found the story of Gumroad interesting, The Minimalist Entrepreneur seems to over-generalise from the founder’s experience.

August 21, 2023

Revisiting Start Small, Stay Small in 2023 (Chapter 2)

A summary of the second chapter of Rob Walling’s Start Small, Stay Small, along with my thoughts & reflections.

August 17, 2023

Revisiting Start Small, Stay Small in 2023 (Chapter 1)

A summary of the first chapter of Rob Walling’s Start Small, Stay Small, along with my thoughts & reflections.

August 16, 2023

You can't save time

Time can be spent doing different activities, but it can’t be stored and saved for later.

July 11, 2023

The mission matters: Moving to climate tech as a data scientist

Discussing my recent career move into climate tech as a way of doing more to help mitigate dangerous climate change.

June 6, 2022

My 10-step path to becoming a remote data scientist with Automattic

I wanted a well-paid data science-y remote job with an established company that offers a good life balance and makes products I care about. I got it eventually.

July 29, 2017

Ask Why! Finding motives, causes, and purpose in data science

Video and summary of a talk I gave at the Data Science Sydney meetup, about going beyond the what & how of predictive modelling.

September 19, 2016

The joys of offline data collection

Insights on data collection and machine learning from spending a month sailing, diving, and counting fish with Reef Life Survey.

January 24, 2016

The long road to a lifestyle business

Progress since leaving my last full-time job and setting on an independent path that includes data science consulting and work on my own projects.

March 22, 2015