I had an excellent experience with Cheng. She brings a proven, structured approach that delivers results and shows she’s deeply invested in the success of her mentees. Her feedback is always thoughtful, actionable, and tailored to your individual goals. I joined the mentorship aiming to advance my career as a data scientist and move into a more senior, higher-paying role. She helped me craft a resume I feel truly confident in, develop effective application strategies, and prepare thoroughly for technical interviews with quality resources and guidance. Additionally, she has a way of making the job search process feel manageable by breaking down what can be an overwhelming and uncertain experience into clear, achievable steps Although I ultimately secured an internal move, I saw very strong traction with my external applications during the process. I’m confident that, with her continued support, I would have been able to land an external role within 3 months.

I’m writing this not just to say polite thanks—this is genuinely personal. Cheng mentored me over the past two years; our bi‑weekly calls became one of the most impactful parts of my growth in data science. She consistently challenged how I think, helped me sharpen my problem‑solving method, pushed me to level up—especially during the interview‑prep grind when I was putting in late nights to get ready. What stood out most is that Cheng’s support went beyond technical guidance. During some difficult time, her steadiness plus encouragement gave me real stability, confidence when I needed it most. That kind of mentorship is rare. If you’re looking for the kind of mentor who is intellectually rigorous, practical, genuinely invested in your growth, I highly recommend Cheng.