Mrityunjay Pathak
Data Scientist | Building End-to-End Data & ML Systems
Hi, I'm Mrityunjay Pathak, a Data Scientist based in Mumbai.
I build and deploy end-to-end data and machine learning systems, turning ideas into
production-ready
solutions that go beyond notebooks. My work involves taking projects from data collection and
modeling to
deployment so they can be used in real-world scenarios. This includes projects like a customer
churn
prediction model, a used car pricing system, a live sales analytics dashboard, and a
recommendation engine,
all accessible through APIs and applications.
I'm particularly interested in the practical side of ML, especially how models are deployed and
used in
real-world systems to deliver value and support better decisions. For me, deployment isn't an
afterthought.
It's what makes a model truly useful.
I also share what I learn along the way by writing about ML, MLOps, and the lessons that come
from building
and shipping systems to production.
If you're working on something interesting or would like to connect, feel free to reach out.
Spinnaker Analytics
Data Science Intern
Boston Institute of Analytics
Master's Diploma in Data Science and AI
Banaras Hindu University
B.Voc in Computer Applications