I'm a Senior Data Scientist at Microsoft and previously worked at Amazon, with experience across data science, analytics engineering, business intelligence, and data engineering. Over the years, I've navigated career transitions and interview processes across Big Tech and other tech companies, so I know how confusing it can be to figure out which roles to target, how to position your experience, and how to prepare for interviews. Whether you're trying to break into data science, move between data roles, strengthen your resume, prepare for an interview, or simply figure out your next career move - I'm happy to help you think through your specific situation. My goal is practical, personalized guidance based on your background and goals - not generic career advice. All views and guidance are personal and do not represent my current or former employers.