Part DevOps engineer, part entrepreneur, full-time curious human. I make complicated systems simpler, ideas real, and occasionally turn a perfectly good weekend into a new project.
A little bit about where I've been, what drives me, and why this site has an arcade.
"I'm the kind of person who sees a problem and thinks, there has to be a smarter way."
I grew up in Ludhiana, Punjab and moved to Melbourne in 2019. Software engineering started as what I studied; now it's how I think. At work I help teams make infrastructure more reliable and observable. Outside work I build a photobooth business, try new things, work out, and chase the next interesting idea.
I moved from Ludhiana, Punjab to Melbourne, Australia to study software engineering.
Cloud, AI, Kubernetes and finding simpler answers to hard problems.
Gym sessions, trying new ideas, and building a life away from a screen.
I believe good websites should have some personality. Yes, you can play Snake here.
A mix of infrastructure, automation, research, and a slightly different kind of creative business.
Multi-vendor monitoring plugins, real-time metrics and dashboards that make complex infrastructure easier to understand.
Built monitoring integrations across Cisco, Nokia, Meraki, Fortinet and other systems; connected alerts to incident workflows and visualised live operational data.
CI/CD pipelines, infrastructure configuration automation, deployment tooling and documentation workflows.
Improved repeatability across environments and created processes that helped reduce manual deployment mistakes and speed up troubleshooting.
Containerised internal microservices and custom web applications to make operational workflows easier.
Developed operational dashboards, request-tracking tools and secure, version-controlled configuration backups with secrets-management integration.
My Deakin honours research explored financial time-series forecasting using machine-learning approaches.
Compared models including LSTM, GRU, CNN and ARIMA to study financial time-series forecasts and their practical limitations.
A Melbourne photobooth venture: events, custom photo strip designs, instant prints and making moments worth keeping.
From client communication and marketing to templates and event delivery, it's a hands-on way to build something beyond software. See OnlyFlash on Instagram ↗
Built usable digital forms for healthcare workflows, where clarity, reliability and a smooth experience matter.
At Epworth HealthCare, worked with clinical and IT teams to make interactive eForms and their printable counterparts consistent and dependable.
No straight line. Plenty of learning. A lot of building along the way.
Cloud and infrastructure tooling, observability, Python automation, CI/CD, containers and making operations more resilient.
Building a creative side business around memorable experiences, design, logistics and real customers.
Designed web forms for clinical and administrative processes with a focus on usability.
Studied software engineering in Melbourne and researched machine-learning models for financial time series.
A move across continents and the start of a much bigger personal and professional adventure.
Things I use, enjoy learning, and bring into whatever I work on.
Python, JavaScript, Bash, REST APIs, Git, scripting, and a healthy preference for doing things once.
AWS, Azure, Docker, Kubernetes and the foundations of scalable deployment.
GitLab CI/CD, Ansible, Linux, config automation, Vault and reliable deployments.
Grafana, Icinga, RabbitMQ, Moogsoft, ServiceNow and monitoring integrations.
TensorFlow, Keras, time-series models, data processing and curiosity about applied AI.
Front-end interfaces, product thinking, small business operations and creative projects.
Links open the certification provider's information page. Personal credential verification links can be added in the configuration.
Social platforms, code, my venture, and ways to get in touch.