tuned.org.uk

👋 Welcome 📺🛰️

• I am @Mec-iS and I do AI research engineering from London, UK
• The main effort of this organisation is to build the next generation of vector databases, ready for the challenges of modern context architecting
• You can read my seminal paper on Topological Indexing of vector spaces at JOSS -> link to paper
• I provide services for companies willing to tackle properly the era of LLMs, see my sponsorship tiers -> https://github.com/sponsors/tuned-org-uk 💰

I work on systems for safer AI Agents and LLM-focused technologies in databases. I develop libraries with minimalism as design principle.

Please take a look at:

• arrowspace and pyarrowspace: a paper and a repository for a graph-based approach to vector search, inspired by current research on metamaterials
• Kalman Clustering: Clustering for any vector space using Kalman Filter
• Constrained Decoding Trie (STATIC): an implementation for generative retrieval based on the STATIC paper.
• tauformer and Topological Transfomer Paper: Challenge high-dimensionality in the Attention mechanism using topological search
• smartcore: a Machine Learning library in Rust
• genegraph-storage: a storage layer for matrices and graph data
• javelin: a data tool for graph exploration using the Lance file format
• nanogpt-rs: a porting in Rust of NanoGPT, the super-efficient LLM model
• deep-delta-learn: an implementation of the Deep Delta Learning paper
• optical-embeddings: A Rust implementation for DeepSeek-OCR text to image compression
• bmpp-agents-rs: a framework for safe AI-coding agents
• vibelang-rs: a Rust implementation of Meaning Typed Prompting, a protocol to represent prompting to human and LLMs

Please consider sponsoring me to improve your and your organisation's handling of LLMs. All my work at -> https://www.tuned.org.uk/ ⚠️ 🫡Sponsors get the Science-Driven Software newsletter with incredible insights into science and software. Example post here ⚠️

All you need to know at www.tuned.org.uk