main contributor
SAiRCAMP MLOps
An 8-module MLOps build taken from a raw notebook to a secured, auto-deploying production system on a real VPS — NYC taxi trip-duration prediction with drift monitoring on 2019–2024 data.
visit mlops123.duckdns.org →$ whoami
$ cat role.txt
$ uptime --career
career uptime: calculating…
$ ▌
/ 01 · about
I spent five years on the physical side of IT — cabling racks, configuring switches, keeping printers and workstations alive for companies that couldn't afford downtime. Then I finished a Computer Science degree and realized the discipline was the same: systems have to stay up, and when they don't, someone has to know exactly why.
DevOps is where that meets code. I'm the main contributor on a live MLOps platform running on a real VPS — Docker Compose, Nginx, GitHub Actions, SSL, the works — and I'm building out the Linux, database, and load-balancing skills to go with it. Azure AZ-900 certified. AWS certifications in progress.
/ 02 · skills
Every skill below is a service I can actually stand up, not a list of buzzwords.
/ 03 · projects
What's actually running in production, and what's built and ready.
main contributor
An 8-module MLOps build taken from a raw notebook to a secured, auto-deploying production system on a real VPS — NYC taxi trip-duration prediction with drift monitoring on 2019–2024 data.
visit mlops123.duckdns.org →Bash scripts for Linux administration, task automation, and repeatable operational workflows.
view repo →Web server and reverse-proxy configuration — static serving and traffic routing.
view repo →Database installation, configuration, and core administration practice.
view repo →Connection pooling in front of PostgreSQL for scalable data infrastructure.
view repo →Load balancer setup exploring high-availability and traffic distribution.
view repo →Next up: taking the MLOps stack from Docker Compose to full container orchestration.
/ 04 · experience
/ 05 · credentials
B.Sc. Computer Science
University of Sennar · Faculty of Computer Science & IT · 2015–2022
/ 06 · contact
Reachable any time — I respond fast, it's a habit from five years of support tickets.
$ contact --email looai.elhady@gmail.com
$ contact --linkedin linkedin.com/in/loai-elhady
$ contact --github github.com/loaielhady