Mentoring

When I was trying to break into Data Science/ML from a non-traditional background, I had a lot of questions: What skills are important? How do I improve my resume? What makes a strong project? How do I prepare for interviews when there’s so much to know? How do I even GET an interview?

Since early 2022, I've been coaching folks who have exactly these questions (and more), helping them navigate their transition into (or leveling up in) data science and ML roles. I love working with career changers and folks from non-traditional backgrounds - your unique perspective and past experience are valuable assets that we can leverage to help you stand out.

I am currently mentoring on topmate (book here).

Here’s what I can help with:

  • Mapping out a learning plan that fits your schedule and gets you job-ready without wasting time on things you don't need

  • Figure out which area of data science or ML is the best fit for your interests and goals

  • Review your resume and help you highlight your strengths and transferable skills that hiring managers actually care about

  • Design portfolio projects that showcase your skills and catch attention (and aren't just another Kaggle competition)

  • Practice interview skills until you feel confident explaining your work and tackling coding challenges

    • Or, prepare for specific upcoming interviews with companies you're excited about

  • Create a job search strategy that gets your application noticed and helps you build genuine connections in the field

  • Develop habits, routines, and a mindset that keep you productive and motivated during your transition

  • And more!

You can book time with me here. I offer one-off conversations, or you can book consistently to stay accountable. I’m looking forward to working with you!

(Very Kind) Mentee Testimonials

Marina is an amazing coach and her technical knowledge is only surpassed by her human qualities. She truly makes you feel like she cares about your success.

-Marco Caballero, 4th Apr, 2025

Marina was so great. She is very patient and knowledgeable. In this industry it is important to speak to people actually in positions that can assist with pertinant information. Would recommend her a million times!

-Patrice Wilson-Neil, 28th Apr, 2025

My Career guidance session with Marina was worth every penny! She was extremely helpful and insightful. She invited my authenticity, asked great questions, provided practical feedback, researched the answers she didn't know and over delivered on the follow up email. She even followed me on Medium and YouTube. FIVE STARS!

-Jeffandy St.Hubert, 21st Mar, 2025

Had an amazing chat with Marina about data science careers! Her friendly approach and deep industry knowledge made our conversation both enjoyable and super helpful. She really took the time to listen and shared some great insights. If you're interested in data science, definitely reach out to her!

-Anonymous, 9th Jan, 2025