Gaurav Yadav·6d agoFrom Local Docker Airflow to Kubernetes-Native Airflow: My Real-World MLOps Migration JourneyHow I migrated an ML-powered Airflow pipeline from a laptop-based Docker environment to Kubernetes, tackled GitSync, Helm, persistent…
Gaurav Yadav·Oct 30Demystifying Local to Cloud-Native MLOps: A Practical Guide to Docker, Kubernetes, and Headlamp.Transitioning a Machine Learning (ML) pipeline from a local laptop to an enterprise, cloud-native cluster can feel like stepping into an…
Gaurav Yadav·Aug 23Neuro-Symbolic AI: Teaching AI Not Just to Learn, but to ReasonHow combining neural networks with symbolic reasoning could make AI more explainable, reliable, and capable of reasoning about the world.A response icon1A response icon1
Gaurav Yadav·Aug 4GitHub Actions for Beginners: A Complete Introduction to CI/CD and Modern Software DevelopmentWhy do companies like Google, Microsoft, Netflix, Amazon, and Spotify release new features every day without breaking their applications?
Gaurav Yadav·Jun 18Demystifying Graph Attention Networks (GAT)A step-by-step TensorFlow implementation
Gaurav Yadav·Feb 19How I Built My First AI Research SaaS Platform (GDIPY) from ScratchFrom idea to production — domain, database, authentication, and deployment.
Gaurav Yadav·Jan 31Survival on the Moon: A Teamwork Game I’ll Always RememberRecently, I completed my first Ashorne Hill training program as a KTP associate. During training, our instructor assigned this game to us.
Gaurav Yadav·Nov 3, 2025Data Wrangling on the Command Line: Turning Raw Logs into InsightIf you’ve ever worked with real-world data, you know the discomfort: data rarely arrives in the format you actually need. Whether you’re…
Gaurav Yadav·Oct 29, 2025Vim EditorWhy Vim (even if you love VS Code)A response icon2A response icon2
Gaurav Yadav·Oct 28, 2025Interpretable Probabilistic & Causal ModelsInterpretable models aren’t just “nice to have”, they’re how we make defensible decisions under uncertainty. Here, we learn how to use…
