About

From medical devices to
autonomous software — the long way around.

I started my career at PwC, then spent nearly a decade in medical-device sales. I was decent at it, but never loved it. I was also restless in a way I couldn't quite name — a sense that the work I was doing wasn't the work I was supposed to be doing.

On November 20, 2018 — at 34, on a whim and against my own skepticism — I opened Codecademy and started "Intro to Python." I didn't know what I was starting.

From there: Codecademy, Coursera, Udemy, then just building things. Self-taught into a full-stack developer. The pivot wasn't a plan; it was a compulsion. I kept making things because I couldn't stop being curious about things.

My fascination with AI started in 2017, after watching the AlphaGo documentary. Something about a system that could develop genuine intuition — not just pattern-matching, but something that looked like understanding — stuck with me. In 2019 I created the persona "AutonomousAJ" — a play on Alan Turing and John McCarthy, the father of AI. It was a way of naming what I was trying to become: someone who builds with intelligence as a collaborator, not just a tool.

The current method is what I call agentic development — running AI agents as genuine development partners. It's what lets a solo builder ship across as many domains as I do. Not about replacing human creativity; about amplifying it.

The curiosity domains — maps, food, aviation, sports, civics, history, quantum — aren't a portfolio strategy. They're just what I'm genuinely interested in. The pattern is that most of them end up becoming real, working software. That's not a plan either. It's just what happens when you're curious and you know how to build.

Who
Andrew J. Pyle (also Andrew Pyle, AutonomousAJ). Full-stack engineer and AI-native operator. andrewjpyle.com is his canonical site.
What he builds
Django and Next.js platforms, human-supervised autonomous-agent systems, and open-source developer tooling.
Companies
Purcell Analytics is the client services practice. QuantAIze is the product brand.
Elsewhere
github.com/andrewjpyle, linkedin.com/in/autonomous-aj, x.com/AIenthusiast10.

To work with him, see the hire page.

Andrew J. Pyle

Andrew J. Pyle

Full-stack · AI-native

Open to consulting

Technical range

PythonDjangoFastAPIPostgreSQLSupabaseRedisCeleryTypeScriptReactNext.jsAstroCloudflareDockerCI/CDNginxLinuxNetSuiteSuiteScriptERP Integration
See the full stack, mapped to real projects →

AI tools — daily use

ClaudePrimary reasoning & code
Claude CodeAgentic dev partner
CursorIDE + AI pair programming
ChatGPTIdeation & drafts
GeminiLong-context analysis
GitHub CopilotInline completions
MidjourneyVisual generation
PerplexityResearch & fact-check
GroqLow-latency inference

Capability profile

Self-assessed, 0–100

BackendFrontendData/GeoAI/AgentsDevOpsProductWriting

A few dates

The long way around.

2017

The spark.

Watched the AlphaGo documentary. Something about a system developing genuine intuition — not pattern-matching, but something that looked like understanding — stuck.

AI fascination begins.

Nov 20, 2018

The pivot.

At 34, on a whim and against my own skepticism, I opened Codecademy and started "Intro to Python." I didn't know what I was starting.

Age 34. First line of Python.

2019

A name for the method.

Created the persona AutonomousAJ — a play on Alan Turing and John McCarthy, the father of AI. A way of naming what I was trying to become.

Alan Turing + John McCarthy.

Now

Building with agents.

Agentic development — running AI agents as genuine development partners. It's what lets a solo builder ship across as many domains as I do.

Currently exploring across every domain.

Build cadence
The compounding curve.
Cumulative showcased projects by first-repo year
2022202320242025202609182736First repo
The pattern
The first year: one small thing. Each year after: more. The domains compound — tooling built for one project accelerates the next. That's not a strategy. It's just what happens when you don't stop.
Years since the pivot
7
Nov 2018 → present
Projects
41
live + in progress
Active domains
7
built + exploring
Self-assessed capability profile
BackendFrontendData/GeoAI/AgentsDevOpsProductWriting
Honest about depth vs. breadth — Backend and Product are the deepest; DevOps is real but not the focus.
Merged-PR trend
How the shipping actually trends.
One daily-captured series — cumulative, rolling 12-month, and monthly throughput
May '24Oct '24Dec '24Jan '25Apr '25Jun '25Jul '25Aug '25Sep '25Oct '25Nov '25Dec '25Jan '26Feb '26Mar '26Apr '26May '26Jun '26Jul '26Aug '26Sep '26Oct '26025005000750010000

Total merged PRs over time — it only climbs.

Have something you need built or fixed?

I build production Django / Next.js platforms and human-supervised AI-agent systems. Solo, senior, and fast. Tell me what you are building.

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