What’s a Practical Roadmap to Become an Industry-Ready AI Engineer?
I have a basic understanding of machine learning and want to develop the skills needed to work as an AI engineer. I'm unsure what to study next or…
MLOps
Should I Move Into MLOps, or Does DevOps and Platform Engineering Still Have Room to Grow?
I'm considering whether to specialize in MLOps or another AI-related operations field. DevOps involves a lot of configuration, infrastructure, and integration across multiple tools, so I'm not convinced…
Am I Building Real DevOps Expertise or Just Collecting Broad Experience?
I have about one year of professional DevOps experience at a mid-sized service company in Mumbai. Since I am currently the only DevOps person on my team, I…
Am I Building Real DevOps Expertise, or Just Collecting Broad Exposure?
I have about one year of professional DevOps experience at a mid-sized service company in Mumbai. I'm currently the only DevOps-focused person on my team, so I handle…
How Much AI Knowledge Does a DevOps Engineer Really Need?
AI tools and architectures seem to be showing up everywhere, including RAG, LangGraph, vector databases, agents, and MCP servers. For people who have worked in DevOps for several…
What Skills Should an AI Engineer With 1+ Year of Experience Learn Next?
I'm working as an AI Engineer with a little over one year of experience at a startup in Pune. Most of my work involves generative AI, large language…
What Skills Should an AI Engineer With One Year of Experience Learn Next?
I've been working as an AI Engineer for a little over a year at a startup, mainly on generative AI, LLMs, RAG, computer vision, and AI agents. I…
What skills should an AI engineer with one year of experience learn next?
I've been working as an AI Engineer for a little over a year at a startup in Pune. Most of my work has involved generative AI, large language…
What Skills Should an Early-Career AI Engineer Learn Next?
I've been working as an AI Engineer for a little over a year at a startup in Pune. Most of my work involves generative AI, large language models,…
Why is my FastAPI sorting endpoint ignoring query parameters?
I'm learning MLOps and building a small FastAPI app that serves patient data from a JSON file. I created endpoints and query parameters to filter and sort the…
Why aren’t my FastAPI sorting query parameters changing the result?
I'm learning MLOps and building a small FastAPI app that loads patient data from a JSON file. I created endpoints and query parameters to filter and sort the…
What should I do about unpaid Milestones on my MLOps project?
I'm dealing with a frustrating situation after working on a contract for about four months. The client hired me to overhaul their ML stack, which involved setting up…
What Should I Do About Unpaid MLOps Work?
I've found myself in a frustrating situation with a client who hasn't fully paid me for a contract I took on about four months ago. My role was…
How to Approach Code Refactoring and Design Patterns in MLOps?
Hey everyone! I'm looking to improve my team's development process in our startup where things are quite chaotic, mainly due to our inexperience with production code. We're working…
What's the Best Roadmap to Learn MLOps?
Hey everyone! I've been thinking about transitioning into MLOps and I'm curious if anyone has insights on the best way to learn it. What resources or steps should…
How Do I Transition into AI Without a Degree?
I'm looking to shift my career into AI, but I don't have a degree. I have four years of experience in IT and as a sysadmin, but I…
How Can a System Administrator Transition into MLOps and AIOps?
I've been a system administrator for 8 years in small startups, and I have experience with AWS, Linux tools, and IaC tools, along with strong bash scripting skills.…
How can I integrate AI into my DevOps workflow?
Hey everyone! I've noticed that companies like Duolingo, Microsoft, and Uber are adopting AI, and it seems to be changing the landscape of our jobs. I'm curious about…