MGMehul Goyalinmehulgoyal.hashnode.dev·Mar 14 · 6 min readAgentic Scientific Debugger: Detecting Hidden Failures in ML ExperimentsAnother project, Another Blog.Recently, I started thinking about a simple question. How do we actually debug machine learning experiments? When we think about debugging, we usually think about fixin00
MGMehul Goyalinmehulgoyal.hashnode.dev·Feb 26 · 4 min readBuilding TraceMaint: An Explainable Predictive Maintenance SystemA few weeks ago, I took part in a hackathon where my team and I were selected as finalists. One of the problem statements focused on IoT systems and asked us to design a predictive maintenance solut00
MGMehul Goyalinmehulgoyal.hashnode.dev·Feb 16 · 2 min readA Month That Shifted SomethingI didn’t sit down with a grand plan or a productivity framework. What changed was smaller than that. I just stopped waiting. For a long time, I had ideas I wanted to explore, hackathons I thought about joining, projects I considered building, prepara...00
MGMehul Goyalinmehulgoyal.hashnode.dev·Feb 11 · 2 min readI Don’t Have a Big Plan, I’m Just MovingWe’re told that direction equals certainty, that knowing exactly where you’re headed is a prerequisite for starting. So when I couldn’t answer questions about where I see myself in a few years, I assumed something was wrong. That I was late, or behin...00
