I’m Madhavi — an MBBS graduate (Andhra Medical College) now working as a Junior Clinical Data Scientist at nference, where I build oncology real-world evidence programs with pharma companies and US academic medical centers. Alongside that, I’m finishing a BS in Data Science and Programming at IIT Madras. I didn’t get here by picking one lane. I’ve balanced clinical training with research, data science with business development, and outreach with deep technical work — including presenting published research at the International Astronautical Congress in Sydney and representing at Harvard HPAIR two years running. I built this because I kept getting the same questions from people trying to do what I did: How do I get into research without a PhD? How do I pivot from clinical work into data science? How do I actually manage time across two demanding tracks without burning out? If you’re a young doctor, a med student eyeing research, or anyone trying to build a non-linear career without losing momentum — I’ll give you a straight, practical roadmap based on what actually worked (and what didn’t) for me.