Overview
Students interested to work with me should come up with a grain of an idea before reaching out. If there is a match I would be happy to discuss to flesh out the details and create a project out of it. I always believed that part of doing a project is coming up with ideas and angles ripe for exploration.
I am broadly interested in probabilistic machine learning and applications in climate science.
FAQs
- What will I learn in this Project?
They will develop broad expertise in machine learning research. Exploring a specific idea and testing it out through experiments. Finally, how to write a cohesive research thesis based on experimental findings.
- What is the objective of the project?
To develop research skills in probabilistic machine learning, reading and summarising existing literature, reproducing existing models in python and finally proposing innovations which build upon prior work.
- How does this fit into the bigger picture?
The student will be a part of an eco-system with PhD students and research fellows specialising in different areas of machine learning. They will get a chance to refine their project ideas in collaboration with other researchers who specialise in a broad array of research involving Gaussian processes, re-inforcement learning, software engineering, climate science and AI for science.
