Actively working on TrainLens
TrainLens turns AI training runs into research-grade notebook reports, directly inside Jupyter.
Other Python Packages
- embedding-drift-lite: Lightweight utilities for detecting and inspecting embedding distribution drift.
- metaclean-vlm: Metadata cleaning utilities for image and vision-language model workflows.
- parametricbench: Lightweight, provider-independent benchmarks for catching LLM and VLM regressions across prompts, models, and generation settings.
- promptshield-llm: Simple checks for prompt injection, unsafe instructions, and LLM input risk.
- rag-chunk-audit: Tools for auditing RAG chunks, spotting weak segmentation, and improving retrieval quality.
- visual-patch-audit: Utilities for auditing visual patches and inspecting image-level signals in VLM workflows.
Check MAVERICK, cognition-inspired AI research for multi-agent visual reasoning
Inspired by human visual cognition, MAVERICK decomposes image understanding into an auditable four-agent loop: perceive, describe, critique, and refine.
Designed for interpretable VLM workflows, uncertainty-aware reasoning, and stronger model-ready image descriptions.
Explore Neural Audio Theory, the engineering foundations behind AI music generation
An open educational project explaining how modern AI music systems work, from signal processing and embeddings to transformer and diffusion architectures, training, and prompt conditioning.
Built for developers and researchers who want a technical understanding of the systems behind neural audio and music generation.
Explore LastLight, low-power RAG for offline disaster guidance
LastLight is a tiny local knowledge capsule that searches Markdown knowledge packs, returns sourced passages, and refuses to answer when retrieval confidence is too low.
Built for constrained environments with no cloud API, embeddings, vector database, telemetry, package installation, browser, or background service.
Check my UI component library for AI
edujbarrios-ui is a frontend component library for building clean AI interfaces, demos, and developer tools.
Languages
AI Systems & Tooling
- I Created a Complete Educational Guide on AI Music Generation
- I Built My Own Documentation Site Builder - Here's Why and How
- I Built a Notebook Engine for C, and the Potential Is Incredible
OS & Development
