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dannyleo16/README.md

Hi, I'm Danny Paltin 👋

AI Engineer | NLP & Semantic AI Researcher | Knowledge Graphs | Transformers

I work on Natural Language Processing, transformer models, and semantic knowledge representation.
My research focuses on combining machine learning with semantic technologies to transform unstructured data into actionable knowledge.

🔬 Research

Author of the paper:

Semantic Modeling of ECU 911 Emergencies Using NLP and Ontologies

Published in Revista Tecnológica ESPOL.

DOI:
https://doi.org/10.37815/rte.v37nE1.1351

This research combines:

  • NLP (BERT for Named Entity Recognition)
  • Zero-shot classification using XLM-RoBERTa
  • OWL Ontologies
  • SWRL Rules
  • Semantic reasoning using Pellet
  • Knowledge graph modeling

🤖 Projects

Emergency Entity Recognition (BERT NER)

Fine-tuned BERT model for Named Entity Recognition on Spanish emergency reports.

Repo:
https://github.com/dannyleo16/bert-ner-finetuning

Model:
https://huggingface.co/dannyLeo16/ner_model_bert_base

Semantic Emergency Analysis

Hybrid AI system combining NLP and ontologies to analyze emergency reports.

Repo:
https://github.com/dannyleo16/ecu911-semantic-ai

NLP Emergency API

API built with FastAPI to perform Named Entity Recognition on Spanish emergency reports.

Repo:
https://github.com/dannyleo16/nlp-emergency-api

🛠 Technologies

Python
Transformers
BERT
HuggingFace
OWL Ontologies
SWRL
SPARQL
Prolog

📊 GitHub Stats

GitHub stats

🌐 Connect

HuggingFace:
https://huggingface.co/dannyLeo16

📫 Contact

Email:
dannypaltin2015@gmail.com

LinkedIn:
https://www.linkedin.com/in/danny-paltin-b47aaa129

Pinned Loading

  1. bert-ner-finetuning bert-ner-finetuning Public

    Fine-tuning BERT for Named Entity Recognition on Spanish emergency reports

    Jupyter Notebook

  2. ecu911-semantic-ai ecu911-semantic-ai Public

    Semantic modeling of ECU 911 emergency reports using NLP, OWL ontologies, and SWRL rules to transform unstructured emergency call data into actionable knowledge.

  3. nlp-emergency-api nlp-emergency-api Public

    API for named entity recognition on Spanish emergency reports using a fine-tuned BERT model

    Python