notes
Writing about AI systems as I learn and build.
Short technical notes on RAG, LLM assistants, information retrieval, and production AI tooling.
From Contrastive Learning to World Models
A technical roadmap through visual self-supervised learning, from negative-pair contrastive objectives to explicit embedding regularization, latent prediction, and V-JEPA-style world models.
Notes on Reliable RAG Systems
A short placeholder note for future writing about retrieval quality, latency, and LLM assistants.
Super-Resolution for Digital Elevation Model Data
A graduation project on enhancing DEM resolution with SRGAN and ESRGAN, using terrain data from Turkiye and Austria.