01 On call
Security at scale
SickKids · UHN · Mackenzie Health
Identity, access and uptime for 70k+ people across three hospital networks, at 99.99% availability. It taught me what production really means.
( Full stack software engineer )
I build fast, reliable systems in TypeScript and Rust at Spero Labs, and I’m studying machine learning at Georgia Tech.
Scroll. Something just broke.
Pagernow
SEV 1 · Production is down
Pods are crash looping. The event pipeline is backing up across the cluster.
Pagernow
Amit acknowledged
On it.
Everyone is asleep.
Almost everyone.
( 03:13 to 03:27 )
System restored.
Everyone is still asleep.
( The postmortem )
01 On call
SickKids · UHN · Mackenzie Health
Identity, access and uptime for 70k+ people across three hospital networks, at 99.99% availability. It taught me what production really means.
02 Homework
Western Governors University
A BS in Computer Science, to go from running critical systems to building them.
03 Shipping
OS Labs · Spero Labs
Built Capybara, open source AI incident detection for Kubernetes. Now shipping Rust and WebAssembly at Spero Labs.
04 Learning
Georgia Tech · MSCS
Studying machine learning, one semester at a time, alongside full time work.
05 Next
Up and to the right
Harder problems, bigger systems, and more machine learning in the mix.
( Work )
Because I needed them to exist.
Ticket 01Shipped
AI resume optimization that scores a resume against a role and suggests line level improvements.
Ticket 02Shipped
A system design interview coach: draw an architecture on a live canvas and get real time AI feedback.
Ticket 03In development
A game world that grows from real DSA practice, study hours and job applications.
Open sourcePublic
AI incident detection for Kubernetes. Streams cluster events through Pub/Sub and alerts Slack in real time.
( Not for production )
show them fine. just a peek.
the one that shipped hides a lens.
open me on a laptop.
( Contact )
© 2026 Amit’s World
npm run coffee
sudo make coffee
// TODO: sleep
I build whatyou see.
Full stack software engineer at Spero Labs. I build fast, reliable systems in TypeScript and Rust, and I’m studying machine learning at Georgia Tech.
git blame: me
while (awake) { debug(); }
( Incident 0312 )
System down( Scroll fast. Things break. )
03:12 · Production alert. Severity one.
Pods are crash looping and the event pipeline is backing up across the cluster.
Trace the cause, ship the fix, write it up before anyone wakes.
Root cause found, postmortem written, and a guardrail added so it never pages anyone again.
cargo build ... still building
( The journey )
( Keep scrolling. Watch the line. )
Systems Application Specialist
SickKids · UHN · Mackenzie Health
Identity, access and uptime for 70k+ people across three hospital networks, at 99.99% availability. It taught me what production really means.
( The pulse )
Western Governors University
A BS in Computer Science, to go from running critical systems to building them.
( The notes )
useEffect(regret)
OS Labs · Spero Labs
Built Capybara, open source AI incident detection for Kubernetes: 10K+ events a day under 200 ms. Now shipping Rust and WebAssembly at Spero Labs, with 3.3x faster queries and 80% fewer integration bugs.
( The signal )
Georgia Tech · from fall 2026
Studying machine learning in Georgia Tech’s MSCS program, one semester at a time, alongside full time work.
( The wave )
SELECT * FROM regrets;
Next
Harder problems, bigger systems, and more machine learning in the mix. Say hello.
( Up and to the right )
kubectl get pods && pray
it works on my machine
console.log("here")
( Work )
( Because I needed them to exist. )
( 01 )
( 02 )
( 03 )
( 04 )
( Every sketch found )
you read every margin.
we should talk.