RP
Robbie Palmer
Blog
Projects
Experience
Toggle theme
Robbie Palmer
M
L
e
x
p
e
r
t
|
F
u
l
l
-
s
t
a
c
k
b
u
i
l
d
e
r
|
T
e
a
m
l
e
a
d
w
h
o
s
h
i
p
s
Read Blog
Explore Projects
View Experience
Explore Posts
All Posts
Technology
Philosophy
Finance
How To Automatically Detect PII for Real-Time Cyber Defense
Using machine learning-powered PII detection to enable advanced SIEM, SOAR, and analytics use cases for real-time cybersecurity threat detection and response.
data-governance
cybersecurity
machine-learning
May 23, 2023
·
11 min read
Uniting the Machine Learning and Data Streaming Ecosystems - Part 2
Exploring SQL as an ecosystem bridge, solutions to interface the JVM and Python interpreter, and code examples for building streaming machine learning solutions today.
machine-learning
data-streaming
kafka
April 4, 2023
·
12 min read
Uniting the Machine Learning and Data Streaming Ecosystems - Part 1
Exploring the current state of machine learning and data streaming markets, the opportunities where they overlap, and the socio-technical barriers we need to overcome to unite them.
machine-learning
data-streaming
kafka
March 28, 2023
·
17 min read
Effective and Ethical Data Science Study Design
Data science is full of bias. We must understand the fundamentals of study design, sampling methodologies and feature engineering to produce effective and ethical solutions.
data-science
science
philosophy
February 24, 2023
·
26 min read
Navigating Titles in the Data & Machine Learning Market
Outlining the increasing number of roles, their inter-relations and their associated skill-sets
software
data-science
management
June 29, 2022
·
7 min read
Are All Experiments Actually Quasi-Experiments?
Valid experiments depend on randomisation and other fundamentals. Are these even theoretically possible never mind practically?
philosophy
science
March 28, 2022
·
6 min read
The Philosophy of Data Science
How data science can drive scientific revolutions
philosophy
data-science
March 2, 2022
·
35 min read
How to Enable Multi-omic Data Management
Exploring data management structures from Data Warehouses to Data Meshes, and how to leverage multi-omic data effectively in bioinformatics and healthcare contexts.
data-science
bioinformatics
data-management
February 28, 2022
·
18 min read
Post-modern Management
The move from specialisation to generalism to enable creative labour
management
economics
philosophy
February 7, 2022
·
4 min read
Just Right Engineering
The nuanced balancing act that is the art of engineering
software
December 10, 2021
·
3 min read
How to Build Wealth
The three simple (not easy, but simple) steps that build wealth
personal-finance
investing
September 27, 2020
·
14 min read
Why You Shouldn't Buy a House
Why buying a house doesn't make personal or financial sense for most people. Exploring the alternatives that are more effective, less risky, and easier to access.
personal-finance
investing
housing
July 25, 2020
·
12 min read
Explore Projects
All ADRs
Personal Site
Proposed
ADR 035: Doppler
December 31, 2025
·
5 min read
Personal Site
Accepted
ADR 033: In-Memory Content Graph
TypeScript
December 30, 2025
·
11 min read
Personal Site
Accepted
ADR 034: Shortcut
Shortcut
December 28, 2025
·
7 min read
Personal Site
Accepted
ADR 032: CodeQL
GitHub
December 18, 2025
·
2 min read
Personal Site
Accepted
ADR 029: Cloudflare Images
Cloudflare
December 14, 2025
·
2 min read
Personal Site
Accepted
ADR 031: Embla Carousel
December 14, 2025
·
3 min read
Personal Site
Accepted
ADR 028: Cloudflare DNS
Cloudflare
November 26, 2025
·
2 min read
Personal Site
Accepted
ADR 030: Downgrade Cloudflare Terraform Provider
Cloudflare
November 26, 2025
·
2 min read
Personal Site
Deprecated
ADR 027: CCPM
Claude
November 24, 2025
·
3 min read
Personal Site
Accepted
ADR 026: Recharts
November 8, 2025
·
4 min read
Personal Site
Accepted
ADR 024: Renovate
Renovate
November 2, 2025
·
4 min read
Personal Site
Accepted
ADR 025: Mermaid
Mermaid
November 2, 2025
·
4 min read
Personal Site
Accepted
ADR 022: Fuse.js
October 26, 2025
·
4 min read
Personal Site
Accepted
ADR 023: Tailwind CSS Typography
Tailwind CSS
October 26, 2025
·
3 min read
Personal Site
Accepted
ADR 009: CodeRabbit
CodeRabbit
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 010: Terraform
Terraform
October 19, 2025
·
2 min read
Personal Site
Accepted
ADR 011: Cloudflare Pages
Cloudflare Pages
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 012: Claude Code
October 19, 2025
·
2 min read
Personal Site
Deprecated
ADR 013: Dependabot
Dependabot
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 014: Husky Precommit
October 19, 2025
·
6 min read
Personal Site
Accepted
ADR 015: Static Site Generation
October 19, 2025
·
7 min read
Personal Site
Accepted
ADR 016: GitHub Actions
GitHub Actions
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 017: Terraform Cloud
Terraform
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 018: GitHub Secrets
GitHub
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 019: Shadcn
shadcn/ui
October 19, 2025
·
6 min read
Personal Site
Accepted
ADR 020: MDX
MDX
October 19, 2025
·
3 min read
Personal Site
Accepted
ADR 021: Shiki
October 19, 2025
·
6 min read
Personal Site
Accepted
ADR 000: Github Public Repo
GitHub
October 18, 2025
·
2 min read
Personal Site
Accepted
ADR 001: Monorepo
October 18, 2025
·
2 min read
Personal Site
Accepted
ADR 002: React
React
October 18, 2025
·
4 min read
Personal Site
Accepted
ADR 003: Next.js
Next.js
October 18, 2025
·
4 min read
Personal Site
Accepted
ADR 004: Mise En Place
October 18, 2025
·
3 min read
Personal Site
Accepted
ADR 005: Tailwind CSS
Tailwind CSS
October 18, 2025
·
2 min read
Personal Site
Accepted
ADR 006: Turbopack
Next.js
October 18, 2025
·
2 min read
Personal Site
Accepted
ADR 007: Pnpm
pnpm
October 18, 2025
·
2 min read
Personal Site
Accepted
ADR 008: Vitest
Vitest
October 18, 2025
·
3 min read
Tech Stack
Orbit path
Orbit path
Orbit path
Orbit path
Recent Experience
Principal Software Engineer
Terminal Industries
May 2024 - Present
(1 year, 9 months)
Machine Learning Lead
Bestomer
May 2023 - Feb 2024
(10 months)
Customer Innovation Engineer II
Confluent
Apr 2022 - May 2023
(1 year, 2 months)
Past
Present