BEng in Computer Science and Engineering. MSc in Artificial Intelligence. 10 years of work experience in the industry as a Machine Learning Engineer. I have worked with Apple, Microsoft Research, UBS, and Credit Suisse. Moreover, I have taken over 200 interviews, including Coding, System Design, Machine Learning, and Behavioral.

I'm Fatima, and I bring over a decade of expertise in Machine Learning and Data Science from both industry and academia. I'm currently working as an Applied Scientist at Amazon, primarily focusing on Generative AI models, especially in the realm of computer vision. I earned my PhD from the University of British Columbia. I'm not only involved in interviewing at Amazon, but I've also gone through numerous interviews myself after my graduation.

Senior Software Eng, took more than 300+ interviews. Expert in system designs, data structures, algorithms and behavioral rounds. Helped multiple candidates with mock interviews in the past, some of them successfully got an offer from Google, Facebook, Amazon, Microsoft.

Hi there! I've been at AWS for over 7 years as a Sr. Specialist Solutions Architect with a variety of technical and industry experience, also building tech and business strategy. I am fortunate to be one of the first young females from grad school at AWS. I am an Aerospace enthusiast, so I am grateful to be an aerospace specialist in my role currently, solving challenges around connected aircraft and AI for manufacturing.

Look, I know that interviewing is one of the most challenging phases of career life because it not only explicitly tests your skills but also puts you in a vulnerable position on a daily basis until you get a job. I've been there not too long ago, and understand the struggle. That's exactly why I am here, to help you feel better about yourself because that's half the job done! I will also try to identify skills in you that you may not be aware of, so that you can leverage those more. Looking forward to getting to know you and helping you get the job of your dreams!

Hey! I'm Pavan, a software engineer at Microsoft with experience as both a developer and product manager. I've gone through dozens of interviews with companies like Microsoft, Google, Amazon, and Meta for full-time roles and internships. I know the best resources for interview prep, resume building, and networking that I personally use and love to optimize my time-to-effort ratio. I'd be happy to share my personal experience and insights on career changes, landing and succeeding in big tech interviews, getting promotions, and navigating stressful work environments.

Feel free to message me anytime with your availability over the next week or two and we can schedule a call!

Software Engineer (ML) @ Microsoft, 2 yr of interviewer experience. I am passionate about mentoring early-career engineers and have tutored hundreds of students in college. If you are an entry/mid-level candidate looking for engineering positions (ML in particular), I can be an excellent fit for you.

Hi there, my name is Michael Yao, and I am excited to be your mentor for this mock interview. I am a results-driven software developer with over eight years of programming experience, specializing in web development and machine learning. I have had the privilege of working in both the US and Chinese markets, allowing me to adapt and thrive in diverse, fast-paced environments. My passion lies in building impactful products, and I look forward to leveraging my expertise to help you prepare for your technical interviews.

SDE III (L6) working at Amazon. I have over 12 years of experience in technology, mentoring and hiring across different roles. Having conducted 200+ interviews at both Amazon and Goldman Sachs( worked as VP), I've honed my mentoring and interviewing skills to perfection. Let me help you navigate the tricky waters of System Design, Problem Solving, DSA, Bar Raiser and Behavioral rounds by avoiding common pitfalls.

But that's not all—I'm eager to share my FAANG preparation journey with you. From insider tips to tried-and-tested strategies, let's make your dreams of joining the FAANG a reality.

Whether you're a seasoned pro aiming for new heights or a fresh face ready to embark on your software engineering journey, count on me to be your trusted ally. Together, we'll tackle interviews with confidence and competence, paving the way for your success.

Rayan is an L5 Software Engineer at Google with 7+ years of experience. He has conducted 50+ phone + onsite interviews at Google for L3/L4/L5 positions. He will also provide you with structured tips on preparing for such interviews. He has mentored and helped 80+ people to get into top MNCs through his guidance.

Software Engineer (ML) @ Microsoft, 2 yr of interviewer experience. I am passionate about mentoring early-career engineers and have tutored hundreds of students in college. If you are an entry/mid-level candidate looking for engineering positions (ML in particular), I can be an excellent fit for you.

Hi there, my name is Michael Yao, and I am excited to be your mentor for this mock interview. I am a results-driven software developer with over eight years of programming experience, specializing in web development and machine learning. I have had the privilege of working in both the US and Chinese markets, allowing me to adapt and thrive in diverse, fast-paced environments. My passion lies in building impactful products, and I look forward to leveraging my expertise to help you prepare for your technical interviews.

SDE III (L6) working at Amazon. I have over 12 years of experience in technology, mentoring and hiring across different roles. Having conducted 200+ interviews at both Amazon and Goldman Sachs( worked as VP), I've honed my mentoring and interviewing skills to perfection. Let me help you navigate the tricky waters of System Design, Problem Solving, DSA, Bar Raiser and Behavioral rounds by avoiding common pitfalls.

But that's not all—I'm eager to share my FAANG preparation journey with you. From insider tips to tried-and-tested strategies, let's make your dreams of joining the FAANG a reality.

Whether you're a seasoned pro aiming for new heights or a fresh face ready to embark on your software engineering journey, count on me to be your trusted ally. Together, we'll tackle interviews with confidence and competence, paving the way for your success.

Rayan is an L5 Software Engineer at Google with 7+ years of experience. He has conducted 50+ phone + onsite interviews at Google for L3/L4/L5 positions. He will also provide you with structured tips on preparing for such interviews. He has mentored and helped 80+ people to get into top MNCs through his guidance.

Hi, I'm Sakshi – a Software Engineer with real-world interviewing experience at Google and Meta.

Over the past few years, I've conducted 50+ interviews across coding, behavioral, and system design rounds. I know what top companies look for—not just in problem-solving ability, but in communication, clarity of thought, and composure under pressure.

Currently at Google, I work at the intersection of product and engineering, and I bring that cross-functional mindset into my mentoring. Whether you're aiming to crack your first big tech interview or fine-tune your approach for FAANG+ companies, I’ll tailor the session to help you grow where it matters most.

Let’s simulate the real thing—honest feedback, practical tips, and focused improvement. Looking forward to helping you get that offer!