Want to switch from PM yo ML

Hey everyone,

I wanted to share a bit of context and ask for some guidance.

I’ve been working as a Product Manager for the past 2.3 years. While I gave this career path a fair shot, it’s become increasingly clear that PM in India often feels more like managing stakeholders’ egos than building meaningful products. This has led me to seriously rethink my long-term direction.

After reflecting on my strengths and interests, I’ve decided to pivot into Machine Learning.

Why ML?

I have prior experience with programming.

I enjoy working with data and have decent hands-on skills with Excel, SQL, and Python.

I’ve always enjoyed mathematics but didn’t consider its potential early in my career.

When I ask myself — “If PM as a role vanished tomorrow, what would I still enjoy doing?” — the answer is: analyzing, interpreting data, and extracting insights.

That brings me to my ask:

1. Is this switch realistic? I’m open to hearing counterpoints if you feel otherwise.

2. If it is, would someone be willing to guide me (maybe over a quick call) and possibly stay in touch through this journey?

Any help or direction would mean a lot. Happy to contribute back however I can.

Thanks in advance! 🙏