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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
llmarena.gr Greek LLM Benchmark β€” head-to-head evaluation and leaderboard of large language models on Greek language tasks. Live at llmarena.gr.
drugbase-gr Open corpus of every authorized pharmaceutical in Greece: 5,018 brands, 13,445 structured documents from Ξ•ΞŸΞ¦ and EMA. Live at drugbase.gr.
legalize-gr Version-controlled Greek legislation corpus β€” 6,804 Ξ¦Ξ•Ξš Α΄ laws and 26 consolidated codes as Markdown, git-tracked by publication date.
PsychGNN Graph neural network for psychiatric genomics β€” link prediction and masked edge imputation over gene-phenotype networks. On Hugging Face.
BioAssayAlign Drug-discovery embedding model for bioassay ranking and assay-conditioned molecular representation, built on Qwen3. On Hugging Face.
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. drugbase-gr drugbase-gr Public

    Structured corpus of all authorized pharmaceutical products in Greece (Ξ•ΞŸΞ¦ + EMA). 5,018 brands, 13,445 documents, CC BY 4.0.

    10

  2. dendrite dendrite Public

    TypeScript 1

  3. PENELOPIE PENELOPIE Public

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

    Jupyter Notebook 7 1

  4. legalize-gr legalize-gr Public

    Greek legislation in Markdown β€” Ξ¦Ξ•Ξš Α΄ 2000–2026 (6,804 laws) + consolidated codes (26 codes, 6,359 articles)

    48 5

  5. FarFetched_NLP FarFetched_NLP Public

    A claim validation framework for dynamic textual environments

    Jupyter Notebook 2

  6. CORD-19-OIE-triple-extraction CORD-19-OIE-triple-extraction Public

    A dataset containing CORD-19 related OIE triples from our information extraction pipeline, linked to UMLS entities.

    2