OpenCV VersionLens: Building a Performance Benchmarking Dashboard for Computer VisionAfter building projects around machine learning dashboards, cloud deployment, and trend analytics, I wanted to work on something closer to computer vision and performance engineering. That idea led meJun 17 · 6 min readshreyabuilds.hashnode.dev
ViralRadar: Building a Reddit Trend Intelligence DashboardAfter working on machine learning and analytics projects, I wanted to build something that felt closer to how people discover trends in the real world. Most trends do not start as formal reports. TheyJun 15 · 5 min readshreyabuilds.hashnode.dev
ChurnReaper v2: From ML Dashboard to Cloud-Deployed Data ProductA while back I wrote about building ChurnReaper, a machine learning dashboard that predicts which customers are likely to leave a subscription service. That first version covered the core pieces: cleaJun 13 · 5 min readshreyabuilds.hashnode.dev
I Built a Machine Learning Dashboard That Predicts Which Customers Will Leave — Here's What the Data Actually RevealedEnd-to-end ML · Plotly Dash · Docker · AWS EC2 · SHAP explainability The question that started everything What if a business could know — before it happened — that a customer was about to cancel? ThaJun 12 · 6 min readshreyabuilds.hashnode.dev
