About Me (o˘◡˘o)

I'm a second-year PhD student at Imperial College.

Previously, I pursued a masters in bioinformatics and an undergrad in math and computer science from the same college.

Feel free to look around. I update this site every couple months or so.

Interests

I like to work on cool problems that matter or have depth.

My interests are in:

  • sampling and its optimisation perspective
  • steering/fine-tuning generative models
  • modelling biomolecules

What's New

(09-24-2026) Work on diffusion-based samplers accepted to a conference.

(06-23-2026) Presented motif scaffolding work at London Protein Design day (it was very hot).

(11-22-2025) This panel is new! (And so are some nooks and crannies of the site.)

Links & Contact

A couple links:

[Google Scholar], [GitHub], [LinkedIn]

Mail: matsagad[]gmail[]com.

Miscellaneous

Resources

I can only go so far alone. Here are assets used in this site:

[fonts], [1-bit colour palette], [markdown], [photo gallery]