Hey, I’m Amber. I’m a Senior Software Engineer (SDE-3) with 8+ years of experience building backend systems, distributed platforms, and AI/GenAI applications. Most of my work has been around solving real engineering problems - designing scalable systems, improving performance, working with distributed architectures, and building production-grade backend services. More recently, I’ve been working extensively with LLMs, RAG, and Agentic AI. On Topmate, I’m here to share what I’ve learned through real-world experience - whether you’re looking for help with system design, backend engineering, AI/GenAI, or planning your next career move. No generic advice. Let’s talk about your actual problem and figure it out together.