Deep dives into AI research, engineering practices, and lessons from building production systems.
Exploring how agentic patterns — ReAct, Plan-and-Execute, and Reflexion — are transforming how we build AI systems that can reason, plan, and act autonomously.
Read ArticleWhy SLMs like Phi, Gemma, and Llama-3.2 small variants are revolutionizing edge deployment, and how fine-tuning them often outperforms prompting larger models.
Read ArticleA deep dive into concordance indices, survival predictions with Kaplan-Meier estimates, Cox proportional hazards, and building reliable prognosis models.
Read ArticleUnderstanding diagnostic metrics — accuracy, sensitivity, specificity, PPV, NPV — and how image segmentation with Soft Dice Loss improves medical AI.
Read ArticlePractical code examples for drawing bounding boxes, image grid displays, and data processing with OpenCV and matplotlib for computer vision projects.
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