Portfolio Feedback with Cheng

Cheng is one of the best in the business when it comes to navigating the data science and analytics job market, truly unmatched in her insight and support. I came to Cheng after struggling to land interviews, despite having five years of experience. She helped me completely reframe my resume and approach, and soon after, the interviews started rolling in. Beyond resume help, she coached me through interview prep—what to say, what not to say, and how to tackle the technical portions with confidence. Thanks to Cheng’s guidance, I landed the role I’d been aiming for. If you’re feeling stuck or overlooked, Cheng is exactly the person you want in your corner. Her ability to challenge you while keeping you motivated is rare and incredibly effective.

Cheng is such a great mentor. Under her mentorship, I gained more insights and domain knowledge into Data Analytics. She helped me structure a project, a portfolio, and interview prep. She gives me guidance and points me in the right direction for self-exploration. She helped me through interview preparation and practicing answering questions. I highly recommend her!

Thanks to Cheng’s exceptional mentorship, I secured multiple job offers and ultimately landed my dream job! When I first started working with her, I lacked confidence in my ability to ace interviews. However, her guidance helped me refine my communication skills and break through tough interview challenges. She provided invaluable insights, encouragement, and strategic advice throughout my job search. With her support, I not only gained confidence but also developed a stronger approach to navigating the hiring process. I’m incredibly grateful for her mentorship and highly recommend her to anyone looking to advance their career!

Working with Cheng was incredibly helpful and encouraging during a time when I needed clarity and direction in my job search. From the very beginning, she brought a perfect balance of expertise, insight, and encouragement that helped me see my career journey with fresh eyes. She guided me through every step of improving my CV, helping me highlight my strengths with clarity and intention. Her attention to detail and deep understanding of what makes a CV stand out in today’s job market were invaluable. Beyond the technical aspects, she helped me build confidence in how I present myself as a candidate—something I hadn’t realized I was lacking. Thanks to her support, I now have a CV I’m truly proud of and a renewed sense of direction in my job search. Her mentorship has made a real difference, and I feel far more equipped to pursue the opportunities I’m aiming for. I wholeheartedly recommend her to anyone looking to take their professional materials—and mindset—to the next level.

Cheng has been very helpful, kind, understanding and she is a good listener. She has the ability to take a person who is confused about so many tasks especially from the data science angle and how to move forward. Her passion to help and guide is just amazing. I am so proud to work with her. Thanks Cheng!