From Render Roadblocks to AWS Resilience: Lessons from Shipping a Production Python API
Learn how to solve common deployment roadblocks. A step-by-step guide on moving a Python API from Render to a resilient AWS EC2 stack with Gunicorn, systemd
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Crafting stories from numbers.
Software Engineer focused on data-driven backends and ERP-scale systems, delivering production APIs, ML-powered features, and analytics for sales, inventory, and CRM. Hands-on with Python, TypeScript, AWS, SQL, and MLOps; shipped end-to-end pipelines, recommendation systems, and real-time inventory platforms.
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