YYeshwanth Vepachadu·Oct 26Reason Codes Before Accuracy: Building an Explainable Claims-Triage Scorer in PythonA developer's guide to a transparent claims-triage scorer: points-based logic, reason codes, monotonic checks and a human in the loop. Python included.6 min read·yeshwanthvepachadu.hashnode.dev22KA
AAkhila Sharon N.·Oct 8Diagnosing Shortcut Learning in Spatial Vision with XAI HeatmapsHow Gradient-Based XAI Heatmaps Expose Spurious Context Reliance in Computer Vision Pipelines4 min read·akhila-n.hashnode.dev23A
YYash Mangukiya·Sep 13Demystifying Risk Scorecard Models: From Logistic Regression to Machine LearningExplore how machine learning and WOE-based logistic regression balance explainability, regulatory compliance, and predictive power in credit risk.2 min read·credit-risk-analytics.hashnode.dev
YYash Mangukiya·Sep 13Understanding LIME in Credit Risk: Explaining Black-Box Machine Learning ModelsStep-by-step python tutorial using LIME and XGBoost to explain local credit default predictions and generate adverse action codes.5 min read·credit-risk-analytics.hashnode.dev
YYash Mangukiya·Sep 13Understanding SHAP Values in Credit Risk: Making Machine Learning Models TransparentLearn how SHAP values leverage game theory to break open black-box ML models, provide local adverse action reasons, and maintain risk governance.4 min read·credit-risk-analytics.hashnode.dev
MManikanta SSB·Jun 23From Navigation to Reading: How I Built an Explainable Braille Recognition PipelineA research journey from Braille detection to explainable AI, structural verification, language correction, and speech synthesis.9 min read·ssbb7.hashnode.dev
PPlayer Raze·May 15Gemini Intelligence: Next-Gen AI InnovationsExplore cutting-edge AI innovations with Gemini Intelligence, showcasing next-gen tech advancements and their transformative impact.4 min read·gameexplorerph.hashnode.dev
VVishal Uttam Mane·Apr 28Ethical AI: Bias Detection and Mitigation Techniques in Modern SystemsDiscover how ethical AI ensures fairness through advanced bias detection and mitigation techniques in modern machine learning systems.3 min read·vishal-uttam-mane-ethical-ai.hashnode.dev
HHemaN·Apr 14Making AI Work With Humans, Not Against ThemDesigning AI That Thinks With Humans, Not For Them3 min read·hema-sdet.hashnode.dev
VVishal Uttam Mane·Mar 28Responsible AI: Bias Detection and Mitigation TechniquesLearn how to build fair and trustworthy AI systems by detecting and mitigating bias using proven techniques, real-world strategies, and practical fram5 min read·vishal-uttam-mane-res-ai.hashnode.dev