Mentoring, sharing experiences, and learning from fellow engineers. Currently working as a Principal Engineer at an AI startup, with 10+ years of experience building production-grade AI systems, distributed architectures, and high-scale backend platforms. I’ve designed systems processing billions of events, handled large-scale database migrations across TBs of data, and built architectures focused on reliability, observability, performance, and backpressure-aware orchestration. I lead architecture for LLM-driven agentic workflows, semantic search, vector databases, structured memory, and scalable AI pipelines in healthcare automation. I’ve also founded my own startup, building products from idea to production across SaaS, e-commerce, workflow systems, and consumer applications. My focus is solving complex business problems through clean architecture, strong engineering judgment, and scalable systems built for real-world production.