Cloud & AI Studio
Hridith is my corner of the internet — where I document what I'm learning about Cloud, DevOps, and AI systems, and share what I build along the way.
Currently exploring AI/ML Ops, building small tools that solve real problems, and growing as an engineer one project at a time.
About This Space
I build small, focused tools and document the process — the decisions, the mistakes, and what I learn. Every project here started as a real problem I personally faced.
The AI era is moving fast. I use this space to stay sharp — going deep on Cloud architecture, ML Ops, and AI systems so I understand them from the inside, not just the surface.
I'm a working engineer navigating the same uncertainty many of us feel — wondering what skills matter, what to build, and how to grow in a world where AI changes everything quickly.
Technical Depth
Learning how AI models move from experiments to production — deployment pipelines, monitoring, cost optimization, and keeping models reliable at scale.
My professional foundation — CI/CD pipelines, infrastructure as code, cloud architecture, and the engineering practices that make systems reliable and maintainable.
Experimenting with LLM APIs to build useful, focused tools — learning prompt engineering, context management, and how to make AI genuinely helpful rather than just impressive.
How I Work
I believe the best way to learn something deeply is to build something real with it. Every tool, every project, every experiment here started from a genuine problem — usually one I personally experienced and couldn't find a good solution for.
Not a hypothetical market opportunity. Something I personally deal with every day and wish was easier.
No over-engineering. No feature bloat. One problem, one solution, shipped and used before it's perfect.
What worked, what didn't, and what I'd do differently. The messy middle is where the real learning happens.
Get In Touch
If you're working on something in the Cloud, DevOps, or AI space — or you're a fellow engineer figuring out the same things I am — I'd genuinely love to connect.
Not here to sell anything. Just to build, learn, and talk to interesting people.
"I'm a working engineer, a curious builder, and someone figuring this out one Sunday at a time."