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Building a YOLOv8 Brain Tumor Detection System
A comprehensive guide to implementing real-time brain tumor detection using YOLOv8 object detection, from dataset preparation to model deployment in clinical settings
Welcome to Suman's Blog
Hi, I'm Suman Ghosh. I write about technical topics and share insights from my experience in software development and data science.
Machine Learning AI Agents Data Science DevOps Python Cloud & AWS MLOps
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Deploying FastAPI Applications on AWS: Complete Guide
Learn how to deploy production-ready FastAPI applications on AWS using Lambda, ECS, and EC2 with CI/CD pipelines, monitoring, and best practices
Building AI Agents Locally: A Practical Guide
Learn how to build and deploy AI agents on your local machine using open-source LLMs, vector databases, and agent frameworks for autonomous task execution