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Vanguardia MGSA
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Montiel06/README.md

πŸ‘©β€πŸš€ Vanessa Montiel Ruiz

Founder & CEO @ Vanguardia MGSA | Sovereign AI & Deep Tech Architect

Google Developer Expert (AI/ML) β€’ NASA OSDR AWG Researcher β€’ Oxford Alumna


ORCID LinkedIn GitHub Email


πŸ”¬ About Me

Architecting deterministic, sovereign AI systems and deep tech solutions at the intersection of clinical AI, space biophysics, and edge computing:

  • πŸ”­ Research & Working Groups: Active Researcher across NASA Open Science Data Repository (OSDR) Analysis Working Groups (AI/ML, Space CDSS, Brain AWG).
  • 🧠 Clinical AI & Hallucination Mitigation: Creator of MGSACore, benchmarking token-level attention salience & gradient attribution against clinical ground-truth annotations (ClinVar, TCGA).
  • πŸš€ Space Systems & Edge Autonomy: Developing Local Agentic Autonomy (L-Twins) architectures on CUDA edge hardware for extreme lunar surface dynamics and Artemis mission operations.
  • πŸ›οΈ Background: Former Registered Nurse & Clinical Specialist turned AI Systems Architect; Oxford Alumna.

πŸ› οΈ Technical Ecosystem & Stack

AI / ML & Deep Tech

Python R PyTorch TensorFlow CUDA / GPU Computing Jupyter

Domains & Methodologies

Clinical Decision Support Genomics & Multi-Omics Open Science SPD-41a Deterministic AI


πŸ§ͺ Featured Research & Key Projects

Repository / Work Focus & Architecture Links
MGSACore Token-level attention salience & deterministic validation pipeline mitigating LLM hallucinations in biomedical data. GitHub Repo DOI
Lunar L-Twins Edge Computing (CUDA) local physical digital twins for predictive regolith terrain avoidance and autonomous telemetry. OSDR Integration
Voynich Manuscript NLP Computational modeling and technical grammar parsing of 15th-century Andalusian medical pharmacopeia. Zenodo

πŸ“ˆ GitHub & Activity

GitHub Stats Top Languages

🀝 Let's Connect & Collaborate

Open to high-impact research collaborations in Sovereign AI, Clinical Genomics, and Space Systems Autonomy.

πŸ“¬ Contact via Email β€’ πŸ”— Connect on LinkedIn β€’ πŸ†” View ORCID Profile

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  1. AI-ML_AWG AI-ML_AWG Public

    Forked from OpenScienceDataRepo/AI-ML_AWG

    Python 1