Senior ML Engineer at Apple

Hey everyone — I am a Machine Learning Engineer with ~10 years of experience across various FAANG companies, with deep expertise in AI/ML system design, multimodal architectures, and LLM pipelines. Over the years, I’ve led teams, built and deployed large-scale ML systems in production, and directly contributed to core initiatives in Search, Recommendations, Privacy, and On-Device Intelligence. Having conducted 100+ interviews (both real and mock), I’ve developed a strong sense of what differentiates strong candidates—especially at Senior and Staff+ levels. I specialize in System Design mock interviews, particularly for ML-heavy roles where architectural clarity, trade-off discussions, and execution depth are critical. I usually keep 45 mins for a realistic mock interview, followed by 15 mins of actionable feedback—though I’m also happy to give inline coaching if that’s more helpful to you. If you’re targeting roles that demand ML infrastructure design, multi-stage ranking pipelines, privacy-aware modeling, or LLM deployment at scale, I’d be excited to help you sharpen your narrative and stand out