Shelwyn Corte

Shelwyn Corte / 2026

SHELWYN

CORTE

Engineer. Husband. Dad. Rider. Builder.
This is my corner of the internet.

BUILDING AI• RIDING MOTORCYCLES• RAISING A HUMAN• BREAKING THINGS• FIXING THINGS• TAKING PHOTOS• REPEAT• BUILDING AI• RIDING MOTORCYCLES• RAISING A HUMAN• BREAKING THINGS• FIXING THINGS• TAKING PHOTOS• REPEAT•

01 / Me

SO...
WHO?

I'm probably more than my LinkedIn profile.

I'm a software engineer who spends a lot of time thinking about artificial intelligence, automation, systems and how to make computers do things they probably shouldn't be able to do.

But that's only one part of me. There's the engineer, the husband, the dad, the rider, the photographer, the guy who starts side projects and the guy who can disappear down a technology rabbit hole for three days.

Curious Restless Builder Optimist Occasional Idiot
Shelwyn
Shelwyn
Shelwyn
Shelwyn

02 / The important stuff

MY PEOPLE.

Work is important. Life is more important.

My wife

HER.

My wife.

01

My favourite human and this absolute hot cupcake. She’s been there for the brilliant ideas, the terrible ones, the unfinished ones, and every “I can definitely build that.”

And somehow, she still believes me.

My boy

HIM.

My boy.

02

The little human who makes everything else seem considerably less important.

Us

US.

The best part.

03

The trips, celebrations, ordinary days and photographs I don't want to lose.

Brixton 500

03 / The machine

Brixton Crossfire 500

THE
RIDE.

486cc of bad influence.

Some people meditate. I ride. There's something about getting on a motorcycle, leaving the city behind and having nothing in front of you except the road.

ENGINE486 CC
POWER46.9 BHP
TORQUE43 NM
GEARS6
WEIGHT190 KG

Rides / Mods / Moments

THE GARAGE.

Brixton 500
Brixton 500
Brixton ride
Brixton ride

04 / The serious stuff

WHAT
I DO.

I build intelligent systems.

My work sits somewhere around the intersection of AI, software, automation and data. I care less about buzzwords and more about making technology actually useful.

01

AI & Agentic Systems

Building systems where AI doesn't just answer questions. It understands context, uses tools, makes decisions and executes workflows.

02

Automation

Turning repetitive, painful processes into reliable software. If something has to happen 500 times, I'd rather make a computer do it.

03

Software Engineering

APIs, data, Python, databases, infrastructure and the unglamorous engineering that makes the exciting stuff actually work.

04

Experiments

Local LLMs. Computer vision. Agents. Developer tools. Random prototypes. Things that started with: “I wonder if I can...”

05 / Things I've built

BUILT
THINGS.

Some are polished. Some are experiments. A few are still classified as “works on my machine.”

AI vending machines

AI / IoT / Embedded

AI Vending Machines

01

From alcohol dispensers to juice machines. Intelligent vending that has to work in the real world, not just a demo.

Recommendation systems

Data / ML / Retail

Recommendation Systems

02

Retail recommendation systems built on data and machine learning. What to suggest, what to stock, what the customer didn't know they wanted yet.

AI chatbots

AI / LLM / Agents

AI Chatbots

03

Chatbots that can use tools, keep context and do more than bounce FAQs back at people.

Hobby robots

Experiments / Side Projects

Rabbit Holes

04

Hobby robots and other side projects I built because I had a question and absolutely needed to know the answer.

Python AI LLMs Agents RAG PostgreSQL Cloud Automation

06 / Life lately

LIFE
LATELY.

Not everything needs to be a project. Some things are just worth remembering.

Life lately
Life lately
Life lately
Life lately
Life lately
Life lately
Life lately

07 / Right now

CURRENT
STATUS.

Building AI systems that actually do things.
Riding The Brixton.
Learning Whatever rabbit hole I fell into this week.
Photographing Life.
Thinking about What's next.

08 / Things I've thought about

WORDS.

Sometimes AI. Sometimes software. Sometimes whatever has been occupying my head lately.

All on Medium ↗
01 / —

Pulling stories from Medium…