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elisavanderplas/README.md

Elisa van der Plas, Ph.D.

AI & Data Engineering Leader — production LLM/RAG systems, data governance, and technical team leadership.

Lead Data Scientist at Erasmus Q-Intelligence (Erasmus University Rotterdam). Previously Staff Data Scientist at Tencent, and roles at Google and Amazon. PhD in Computational Neuroscience (UCL), with research affiliations at Oxford and the Donders Institute.

Focus areas

  • LLM orchestration and multi-agent systems (LangGraph)
  • RAG engineering and retrieval-quality evaluation
  • Production ML/AI on Azure (AKS, Azure OpenAI)
  • Data governance and AI governance (EU AI Act, GDPR)

A few projects

  • ticket-triage-agent — LangGraph agent that classifies, routes, and drafts first-pass responses for incoming tickets, with a confidence-based human-review fallback.
  • rag-knowledge-assistant — RAG pipeline over internal documents with explicit retrieval-quality evaluation (Recall@k, MRR) and answer-groundedness checks, not just a retrieval demo.
  • PoliticalAttitudes_fMRI — Code and materials for our Scientific Reports paper on political framing, voting behaviour, and neural polarization.
  • bodymindconnect-app — Offline-first Android app connecting location, calendar, and mood data into personalised recommendations.

Elsewhere

ORCID · bodymindconnect.nl

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  1. bodymindconnect-app bodymindconnect-app Public

    Kotlin app that: (1) Reads location, calendar and mood logs; (2) Generates personalised location & activity recommendations; (3) Shows it on a local dashboard. [No internet needed / Disaster proof …

    Kotlin

  2. PoliticalAttitudes_fMRI PoliticalAttitudes_fMRI Public

    Code and materials for our Scientific Reports paper (2026) on how threat and blame framing in political rhetoric shapes voting behaviour and neural polarization, using a large-scale online study an…

    Jupyter Notebook

  3. rag-knowledge-assistant rag-knowledge-assistant Public

    RAG pipeline over internal documents with retrieval-quality evaluation built in, not assumed — measures Recall@k and MRR against a labeled query set, plus separate answer-groundedness checks (lexic…

    Python

  4. ticket-triage-agent ticket-triage-agent Public

    LangGraph agent that classifies incoming client tickets, routes them to the right specialist team, and drafts a first-pass response — with a confidence-based human-review fallback. Pluggable rule-b…

    Python