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marquesafonso
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marquesafonso marquesafonso

Here you'll find some data science and engineering projects. NLP, databases and web scraping with a focus on open data and information retrieval systems.

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marquesafonso/README.md

Hi, I'm @marquesafonso.

  • I'm interested in Machine and Deep Learning, Economics and Statistics - with a BSc in Economics and a MSc in Analysis and Engineering of Big Data.
  • I code in Python, SQL and ocasionally in Javascript/Typescript.
  • My experience encompasses web scraping, databases, natural language processing (in particular named entity recognition and topic modelling).
  • Recently, I have been building projects to showcase my experience and to contribute in facilitating access to data of interest to civil society or to NLP models.

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  1. multilang-asr-captioner multilang-asr-captioner Public

    A multilingual automatic speech recognition and video captioning tool using faster whisper. Supports real-time translation to english. Runs on consumer grade cpu.

    HTML 2 1

  2. multilang-asr-transcriber multilang-asr-transcriber Public

    Multilingual automatic speech transcription tool using faster-whisper. Supports translation to english and user setting of max words per line.

    Python

  3. wiki-pt-rag wiki-pt-rag Public

    An information retrieval gradio api based on the portuguese wikipedia to support a RAG application

    Python

  4. scraping101_py scraping101_py Public

    An example of how to scrape a newspaper website using Python, requests and bs4.

    Python