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lighteternal/README.md
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Hi there, I'm Dimitris!

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About Me

I am an AI leader and engineer building GenAI, agentic systems, and predictive ML for high-stakes environments. My work spans biotech, fintech, and earlier cybersecurity programs, with a consistent bias toward systems that are transparent, measurable, and safe to use in real decision-making.

I hold a PhD in Machine Learning focused on NLP and have spent the last decade moving between research and production: from Greek-language information extraction and knowledge graph construction to biomedical copilots, deep-research agents, and regulated AI workflows.

🏒 Company      EXUS
πŸ“ Location     Athens, Greece
πŸŽ“ Background   PhD in Machine Learning (NLP)
🧠 Interests    Multi-agent AI, biotech, fintech, NLP, knowledge graphs
πŸ€— Handle       lighteternal on Hugging Face

Focus Areas

Python Agentic AI Multi-Agent Systems Biomedical AI Fintech AI NLP Research Neo4j Hugging Face RAG Knowledge Graphs Predictive ML


Featured Work

Project What it explores
dendrite An open-source, agentic biomedical discovery workbench for evidence-attributed research synthesis.
jury Multi-agent and decision-intelligence experimentation around agent orchestration and evaluation.
FarFetched_NLP Claim validation in dynamic textual environments with an entity-centric reasoning approach.
PENELOPIE Greek-language open information extraction through machine translation, grounded in NLP research.
Automated-Knowledge-Graph-Construction Entity extraction and automated knowledge graph construction with NLP and Neo4j.

Research Notes

  • PhD in Machine Learning with a focus on Natural Language Processing
  • Research and applied work across biomedical AI, knowledge graphs, claim validation, and Greek-language NLP
  • Publications and research artifacts available across Google Scholar and Hugging Face

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Connect With Me

GitHub LinkedIn Hugging Face


Current Focus

πŸ”­ Building      Agentic AI for regulated decision, credit risk, and research workflows
🧩 Exploring     Multi-agent systems, deep-research agents, biomedical copilots, and evaluation loops
🌍 Interested in Practical GenAI and predictive ML that augment experts without adding operational risk

Random Quote

Readme Quotes


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From NLP research to agentic AI in biotech and fintech.

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  1. PENELOPIE PENELOPIE Public

    PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation

    Jupyter Notebook 6 1

  2. FarFetched_NLP FarFetched_NLP Public

    A claim validation framework for dynamic textual environments

    Jupyter Notebook 1

  3. shield-h2020/dare shield-h2020/dare Public

    SHIELD's DARE

    Python 3 2

  4. Automated-Knowledge-Graph-Construction Automated-Knowledge-Graph-Construction Public

    Entity extraction for Automated KG Construction on textual data using Neo4J and NLP, based on https://github.com/dhodapkarsoham

    Jupyter Notebook 5 2

  5. record_linkage record_linkage Public

    Record Linkage (Entity Resolution) on eshop product descriptions using similarity measures on Python

    Python

  6. LILLIE LILLIE Public

    Forked from OIELILLIE/LILLIE

    OIE Triple Extractor for Database Integration

    Python