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Notes
Takuya Kitazawa · 2025-07-25 · via Ye Olde Blogroll — Firehose

Blog

Writing about what I think, learned, and experienced. These are the dots yet to be connected.

  Categories

Data & Algorithms (35) Design (14) Engineering (33) Events (11) Life & Reflection (58) Recommender Systems (20) Society & Business (53)

  Series I have written

Altruistic Byte: Real-World Insights for Tech-Driven Change (8) How to Talk About AI (8) Becoming a Canadian (14) Productizing Data with People (13) Building Recommender Systems in Julia (6) Digital Malawi: Developing Hope in the Information Age (12) Ethical Product Developer (18)

June 1, 2026
Act on Complicated Things
May 1, 2026
A Recipe for Sustainable Data Products
April 1, 2026
Toward Inclusive Education
March 1, 2026
Who is Digitally Prepared?
February 1, 2026
The AI Divide
January 1, 2026
Why Offline Learning Still Matters in 2026
December 5, 2025
Missing Link to Bridge the Digital Divide
November 7, 2025
"We," Not "I"
June 24, 2024
The End of the Beginning—What I Talk About When I Talk About Malawi
May 27, 2024
Materializing Digital Transformation
April 30, 2024
I'm Not "China"—Connecting HERE and THERE in Systems
March 22, 2024
Language: Behind the Power Dynamics in Information Society
February 26, 2024
One of the Poorest Life Is Not *That* Bad
January 31, 2024
Relativize Malawi, and Rethink Their Contexts
December 25, 2023
My 2023 Annual Review: Between Individual and Systems
November 30, 2023
Is Computer Education Always Good?
October 30, 2023
Starting with Humanity—Growth and Technology Otherwise Hurt You
September 29, 2023
Dilemma over "Best Practice": How We Could Develop Data Protection Practices in Malawi
September 8, 2023
Definition, Role, and Current Status of Digital Literacy in Malawi #LiteracyDay
August 23, 2023
Starting Field Study on How Information Flows in Malawi
June 20, 2023
Runner's Search for Identity
May 21, 2023
Information Sustainability, Mindful Consumption, and Healthy Engineering
April 25, 2023
When We Lose Autonomy—Whose Life Are You Living?
April 7, 2023
Three Perspectives on Large Language Models and Their Emerging Applications
March 30, 2023
How Information Flows: From Field Studies to Risk Mitigation
February 21, 2023
The Complexity of Simplicity: Tacos, Sushi, and ChatGPT
December 18, 2022
My 2022 Annual Review: Towards the Deepness
December 8, 2022
Mentoring on @ADPList. Here's What I Think. #ADPListWrapped
December 4, 2022
Data Are Created, Collected, and Processed by People
November 27, 2022
Fluid People and Blended Society: How Systems Model "Dividuals"
November 19, 2022
The Locality of Information and Technology
November 11, 2022
Google Cloud Dataflow and Its Positive Impact on Developer Productivity
November 3, 2022
Connecting the Dots in Complexity
October 27, 2022
Updating My View of Nuclear Power
October 20, 2022
Why We "Productize"
October 14, 2022
Ethics in Recommendation Pipeline—A First Look at RecSys 2022 Papers
October 5, 2022
My First Month as Self-Employed
September 29, 2022
Reviewing Things I Do Not Know About the Indian Act #NDTR
September 22, 2022
Why Your Job Title Matters (Cont.)─Technology for the People
September 14, 2022
Seeing Past and Present in Coursera "Machine Learning on Google Cloud" Specialization
September 9, 2022
How I Define "Artificial Intelligence"
September 2, 2022
Paddling in the Life, and Currently I'm a Freelance Software Developer
August 12, 2022
Dilemma of Creative Selection
August 6, 2022
Recommendation.jl Came Back to #JuliaCon 2022
June 11, 2022
Indigenous Canada: Storytelling, Community, and Sustainability
June 5, 2022
Becoming Permanent Resident of Canada
June 4, 2022
My First Post-Pandemic International Trip
May 23, 2022
Rethinking Why, When, and How I Learn
May 15, 2022
Am I Zombie? Autonomy vs. Recommendations on the Internet
May 7, 2022
What I Like About Microsoft Recommenders Repository
May 5, 2022
Starting with Empathy to #GetReal, Beat Loneliness, and Be Ethical. #MentalHealthWeek
May 1, 2022
Learning Canada's History
April 21, 2022
"Why Do We Build This?" Humane Technologist's View of Bad Product/Project
April 9, 2022
Loneliness Is Worse Than Smoking, Alcoholic, Obesity
April 3, 2022
Cross Validation for Recommender Systems in Julia
March 28, 2022
3 Pillars of Ethics' Scope: Society, Personal Relationship, and Individual
March 20, 2022
It "Was" Ethical: Key Takeaways from UMich's Data Science Ethics Course
March 13, 2022
Security, Privacy, and Ethics in the Web 3.0 Era
March 6, 2022
Serendipity: It's Relevant AND Unexpected
February 27, 2022
Recommender Diversity is NOT Inversion of Similarity
February 20, 2022
Validate, Validate, and Validate Data. But, in terms of what?
February 13, 2022
"Out of Scope"
February 4, 2022
"Definition of Done"
January 30, 2022
Data Ethics with Lineage
January 23, 2022
The Producer-Consumer Gap
January 16, 2022
"Diversity" Means More Than What We Typically Think
January 8, 2022
Recommendation.jl v0.4.0: Working with Missing Values, Data Typing, and Factorization Machines
January 1, 2022
Ethical Product Developer
December 26, 2021
My 2021 Annual Review: A Year of Divergence (And Slowly Started Converging)
December 11, 2021
Quality Habit-Formation: It's Like Casting a Vote on My Desired Identity
November 24, 2021
How Can Recommender Systems Contribute to Mitigate Echo Chambers and Filter Bubbles?
November 12, 2021
What Container and JIT Mean for Today's Supply Chain Disruption
November 6, 2021
I Tried Audio Journaling for 30 Days
October 30, 2021
Cross-Framework Dependency Injection with spring-guice
October 16, 2021
My 30-Day Food Tracking Challenge from Sustainable Diet Perspective
October 5, 2021
User-Centricity Matters: My Reading List from RecSys 2021
September 24, 2021
Understanding Big Tech's Sustainable Commitment with Word Cloud
September 18, 2021
Sustainable Capitalism: The Importance of Long-Term Thinking and Adaptivity
September 6, 2021
Voting for 2021 #BCAleTrail Best Brewery Experience Award
September 4, 2021
Save HTML <svg> as an Image
August 28, 2021
Next "Dot" in Journey: Curiosity-Driven Job Change in Canada (Aug 2021)
August 7, 2021
Why Your Job Title Matters
July 15, 2021
Reviewing Ethical Challenges in Recommender Systems
June 5, 2021
Understanding Array Bisection Algorithm
May 26, 2021
Hi Product Managers, Are You Creating Products That *You* Love?
May 21, 2021
Unusual Drinking & Eating Habits: Non-Alcohol, Decaf, Flexitarian
May 14, 2021
A Journey of Sustainable Development #SDGMOOC
May 7, 2021
Actionable Insights from Supply Chain Analytics
April 30, 2021
Environmental Problems Through the Lens of Business
April 25, 2021
My First Impression After Reading Bill Gates's "How to Avoid a Climate Disaster"
April 19, 2021
Learning Cryptocurrency with Code
April 11, 2021
What Blockchain Brings to Real-World Applications
April 4, 2021
The Essence of Supply Chain Management
March 21, 2021
Moving to Canada: Adding Randomness to My Life
March 13, 2021
How Much CO2 Emissions Have Your Flights Made?
March 6, 2021
Moving Julia Project from Travis CI to GitHub Actions #JuliaLang
February 3, 2021
Practicing D3 Interactive Data Visualization with Fitbit Activity/Sleep Log
January 23, 2021
Datavis 2020: A Free Online Course About D3.js & React
November 28, 2020
Are You Still Writing a Resume in Word/LaTeX?
August 29, 2020
What I Think About When I Talk About ML Product
August 16, 2020
Language as a Design Tool
May 31, 2020
Don't "Guess" How People in Other Roles Work
May 26, 2020
Completed Functional Programming in Scala Specialization on Coursera, Finally
May 1, 2020
Issue-Driven Makes You Professional
April 18, 2020
How I'm Working From Home
April 11, 2020
What Makes a Good Dashboard: The Rise of Augmented Analytics
April 4, 2020
Life with (Partially) Broken iPhone
March 29, 2020
The Hardest Part of 2020's Strategic Ideation
February 7, 2020
Why a Data Science Engineer Becomes a Product Manager
January 26, 2020
Design Thinking = Capturing the World Like a Designer
January 20, 2020
The Rise of Customer-Centric Retailing @ NRF Retail's Big Show #NRF2020
January 5, 2020
How to Produce Ideas
November 17, 2019
What I've Seen at IoT Solutions World Congress 2019
November 10, 2019
Rethinking the Role of Data Leaders @ Data Leaders Summit Europe 2019
October 26, 2019
ApacheCon 2019 North America #ACNA19 & Europe #ACEU19
September 8, 2019
I Stopped Drinking Alone for 4 Months
August 31, 2019
Hello Netrify for Hosting a Static Site
July 26, 2019
Lightning Talk about Recommender Systems in Julia at #JuliaCon 2019
July 13, 2019
User Modeling, Adaptation, Personalization for Marketing #UMAP2019
April 7, 2019
TokuDB in MariaDB (on Ubuntu)
March 31, 2019
Publishing My Master's Thesis with Documenter.jl
March 24, 2019
Apache Hivemall in PySpark
January 14, 2019
Feeding User-Item Interactions to Python-Based Streaming Recommendation Engine via Faust
November 22, 2018
Attending MLconf SF 2018 #mlconf18
November 2, 2018
Sending Sensor Data from Mbed Simulator to Treasure Data
October 26, 2018
Apache Hivemall at #ODSCEurope, #RecSys2018, and #MbedConnect
November 11, 2017
Understanding Research Trends in Recommender Systems from Word Cloud
June 26, 2017
Deploying Static Site to GitHub Pages via Travis CI
May 28, 2017
Hugo meets kramdown + KaTeX #gohugo
April 30, 2017
Moving to GitHub Pages
April 16, 2017
Comparison of Running Time of Cached/Uncached Spark RDD
February 25, 2017
Parallel Programming vs. Concurrent Programming
January 21, 2017
FluRS: A Python Library for Online Item Recommendation
January 14, 2017
Recommendation.jl: Building Recommender Systems in Julia
January 7, 2017
My New Year's Resolution 2017: Write an Article Every Week
October 19, 2015
Migrate to Hugo from Jekyll: Another Solution for the MathJax+Markdown Issue
October 13, 2015
PyCon JP 2015 #pyconjp
October 4, 2015
Japan PHP Conference 2015 #phpcon2015
October 3, 2015
Machine Learning Summer School 2015 Kyoto #MLSSKYOTO
April 21, 2015
How to Derive the Normal Equation
November 9, 2014
Hello English Entries