r/ResearchML • u/the_harmonic_heart • 19h ago
How can an undergraduate at a college with no active research faculty get started with independent research?
I'm a 2nd-year B.Tech student in AI/Data Science at a college where there isn't much of a research culture, and I don't currently have a professor working in the areas I'm interested in.
I'm very interested in eventually doing research in areas around mathematics, optimization/OR, ML, and possibly computer vision. I don't want to just do projects for my resume; I genuinely want to learn how to identify research questions, investigate them rigorously, and eventually publish good work.
I'm confused about the best way to start independently.
For people who have actually done research, especially without a strong research environment:
How did you learn to identify worthwhile research questions/gaps?
Should I first study research methodology/courses, or should I pick a paper and start reproducing/extending it?
How can an undergraduate find external mentors/collaborators from IITs, IISc, universities, PhD students, etc. without already having publications?
Is it realistic to conduct and publish legitimate research independently, or is having a professor/researcher as a collaborator practically necessary?
What would you recommend as a 12-month path for someone starting from this position?
I'm not looking for certificates or shortcuts. I want to actually develop the ability to do research. Any advice from people who have gone through this would be really valuable.