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vanessamiranda/README.md

👋 Hi there! I'm Vanessa.

APAC digital and AI leader with 12+ years experience across Nespresso, Lenovo, HP and Microsoft ecosystems.

I focus on Agentic AI, RAG architectures, AI governance, customer intelligence and digital transformation at scale.

Current interests: agentic AI systems · multi-agent orchestration · AI governance and risk · retrieval-augmented generation · customer analytics · enterprise AI adoption!

Motto: Saving the World, One Line at a Time! 🌏💻

🔧 Language and tools:

Python R SQL JavaScript HTML JSON PyTorch NumPy Pandas Matplotlib Seaborn Tableau Scikit-Learn TF-IDF Few Shot Learning RAG LLM Chatbot Fine-Tuning Information Retrieval Recommender Engines

Additional Technologies:

LangChain Machine Learning Predictive Analytics Microsoft Power Automate RPA & Cloud Flow Chroma FAISS Microsoft Power App

🌱 Volunteer Endeavors:

Developed a conversational AI framework for enterprise applications in the health sector, including a retrieval-augmented dialogue system for oncology care that achieved 96% response accuracy in the published evaluation.

Published: CancerCare Navigator: Optimizing Oncology Care with RAG — MedInfo (IOS Press), DOI 10.3233/SHTI251284 · PubMed PMID 40776301

🌐 Find me around the web

X (formerly Twitter) URL LinkedIn

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  1. ARGUS-kyc-onboarding-agent ARGUS-kyc-onboarding-agent Public

    Multi-agent KYC onboarding system with built-in AI governance — sanctions/PEP screening, explainable risk decisioning, and a tamper-evident audit trail. Mapped to MAS FEAT & NIST AI RMF

    HTML 1

  2. HERMES-redteam HERMES-redteam Public

    Adversarial testing harness for the ARGUS KYC agent's instruction layer. 14 attack cases across 6 categories, mapped to MITR6 categories (prompt injection, jailbreak, system prompt extraction, data…

    Python 1

  3. PANOPTES-AI-Risk-Register PANOPTES-AI-Risk-Register Public

    AI risk register and assurance dashboard: key risk indicators, MITRE ATLAS and NIST AI RMF coverage, and escalation monitoring over executed adversarial test evidence. Reference implementation.

    HTML 1

  4. LLM-citation-toolkit LLM-citation-toolkit Public

    Forked from Auriti-Labs/geo-optimizer-skill

    Toolkit for tracking whether AI answer engines (Claude, ChatGPT, Perplexity, Gemini, Google AI Overviews) cite your content. Fork of Auriti-Labs/geo-optimizer-skill, extended with a citation-tracki…

    Python

  5. IBM-Module-8-Loan-Predictions IBM-Module-8-Loan-Predictions Public

    IBM Data Science Professional Certificate. Tool used:- Scikit-learn, Scipy, Numpy

    Jupyter Notebook 1

  6. AI_Seller_Enablement_Phase4 AI_Seller_Enablement_Phase4 Public

    Governed AI seller-enablement reference architecture: automated intake and prioritisation, adaptive spaced-learning reinforcement, stale-knowledge alerting with owners and SLAs, vendor scorecards, …

    Python