Senior ML Engineer at Apple

Hey everyone — I am a Machine Learning Engineer with ~10 years of experience across various FAANG companies, with ******* 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 ******* , followed by 15 mins of actionable feedback—though I’m also happy to give inline coaching if that’s ******* 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