The Geometry of Latent Spaces
Notes toward a future essay on abstraction, representation, and how hidden structure shapes what we think a model understands.
DraftingAbout
Short profileI use this site to document my journey in AI sharing projects, research notes, and essays while exploring large language models, AI agents, and applied machine learning. Most of my learning happens through building in public, experimenting, and turning ideas into working systems.
Current focus
Building practical AI systems, documenting ideas clearly, and turning experiments into reusable tools and knowledge.
Writing
Essays and notes on AI, software engineering, open-source systems, and the process of learning through building.
Philosophy
Build simply, document clearly, and prioritize systems that stay useful and understandable over time.
This site
A living archive of projects, notes, experiments, and ideas collected along the way.
Writing
Essays and long-form notesProjects
Selected workInterpretability Toolkit
A compact toolkit for inspecting activations, comparing runs, and turning exploratory analysis into a workflow that is easier to repeat.
View projectSemantic Retrieval Engine
A retrieval stack focused on predictable ranking, fast lookup, and a cleaner path from raw documents to usable internal search.
View project