Isidor Seppälä Manning
I believe in
curiosity.
Mathematics. Computer Science. Physics. I do research to explore questions and build to solve practical problems.
We should question the structure beneath what we think we know.
Currently:
Pursuing undergraduate studies in mathematics and computer science at the university of Gothenburg.
Exploring mathematical foundations of deep learning, interested in correct abstractions and predictive theories.
Looking for research partners and collaborative projects to work on.
Selected
Reflections Summer 2026
A long-form reflection, written over the summer of 2026, on life, research, mathematics, deep learning, and entrepreneurship, and expression.
Deep Learning Research
Exploring invariants, emergence, and mathematical structures in (deep) learning systems.
DisCoPy Open Source Work
A minimal study tracker that focuses on making study time visible.
Nyfic
A minimal study tracker that focuses on making study time visible.
This is my personal blog. I use this place to think, refine ideas over time, and keep the process visible while the ideas are still becoming clear.
About
I have a deep interest in the intersection of mathematics, deep learning, science, and software solutions. By combining mathematical understanding with technology, I strive to contribute to building solutions that are both innovative and reliable.
Experience
Study Tracker Startup (Nyfic)
Nyfic
Built and launched a study tracking app for students. Grew a small community and iterated on core features based on early feedback.
STEM Tutor
Foothill College
Tutored math, calculus-based physics, and introductory C++. Supported students with assignments and conceptual understanding.
Principal Investigator (Grady)
Foothill College
Led a research project and built an online game (Grady) as the primary software developer.
Website Developer
Project
Helped local businesses with website design and development for clear, fast marketing pages.
Education
University of Gothenburg,
Department of Mathematical Sciences
Bachelor's degree in Mathematics.
University of Gävle
Base year
A foundation year, also called a preparatory year.
Foothill College
Computer Science, Physics, and Mathematics
Studied as an international student with a focus on computer science, physics, and mathematics.
Stanford University
Summer Summer Sessions
Selected for a sponsored Stanford Summer Session and completed "Understand Energy" (CEE 107S).
Reach Out If
I would encourage anyone to reach out if it feels natuarl. If you disagree with something I write, if you have a question, if you're interested in building something or exploring questions together, if you want to have conversation, or if you just want for us to get to know each other, feel free to email me. I want to learn from you.
isidormanning@gmail.comSocials