Pipeline-and-filter framework with hash-based caching for reproducible, modular ML experiments. Compute once, reuse everywhere — across runs and across teams. Published in SoftwareX (2026).

_{Python ⋅ Caching ⋅ Reproducibility}

Website → ⋅ Paper →

The next step beyond LabChain: a computational-graph runtime in Rust (+ PyO3). Declare a graph as one expression, run it across machines, cache what is worth keeping, train it and search over it — then ask it what it did: the run drawn, the health of a network diagnosed from the stored record, an architecture opened up, and what an edit invalidated before paying to find out. You think it, Soma somatizes it.

_{Rust ⋅ PyO3 ⋅ Distributed ⋅ Observability}

Docs → ⋅ Repo → ⋅ PyPI →

An exploratory temporal vector database in Rust that treats time as a native geometric dimension of embedding space — storing vectors as trajectories, not snapshots (velocity, drift, causal retrieval).

_{Rust ⋅ crates.io ⋅ PyPI ⋅ HNSW}

Docs → ⋅ early research prototype

An experimentation environment for agentic systems: define complex agentic flows, then execute and compare them in parallel. Multi-model comparison and a visual Agent Studio, on a Rust + SvelteKit stack. Grew out of CHATTY, a tool to build and evaluate customizable LLM assistants.

_{SvelteKit ⋅ Rust (Axum) ⋅ pgvector}

chatty-lab.com → ⋅ prototype

A decentralized (P2P) social network that runs as a node on your own device — no ads, no manipulative algorithm, local-first and ephemeral by default. Semantic discovery computed on-device. Made in Galicia 🌿.

_{Rust ⋅ libp2p ⋅ Tauri 2 ⋅ Svelte 5 ⋅ WebRTC}

Repo → ⋅ Landing → ⋅ alpha

The showcase for Galician university talent — a platform where students from USC, UDC and UVigo publish their apps, games and inventions, find testers and attract partners, collaborators and investors.

_{SvelteKit ⋅ Supabase ⋅ Cloudflare ⋅ Rust}

Private · in development

Neuromorphic symptom routing (LIF spikes / CfC) for early depression detection on social media, with per-user, per-symptom gating anchored to BDI-II for interpretability.

_{PyTorch ⋅ SNN/LIF ⋅ CfC}

Private · under review

A neuromorphic topic model for time-resolved theme evolution in early-risk text collections, bringing spiking dynamics to temporal topic modeling.

_{PyTorch ⋅ Spiking NN ⋅ Temporal}

Private · under review