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paumartinez1/README.md

Hello! I'm Pau.

I'm a data science leader who is passionate about creating a meaningful impact through data. Let's chat!


TOOL KIT  🛠️ 

Programming Languages

Bash Python SQL Markdown HTML

Data Science and Machine Learning

Pandas Numpy TensorFlow Keras PyTorch

Visualization Tools

Plotly Matplotlib Power BI

Big Data and Cloud Computing

Apache Spark AWS Amazon EC2 Amazon S3


PROJECTS ⚡️ 

Click the triangles ► to expand or collapse a section.


BEYOND DATA SCIENCE ✨ 

  1.  🎸 I write songs! My main instrument is the guitar, but one of my goals is to learn how to play the piano and write my own pieces 🎹
  2.  🎭 I dabbled a bit in the performing arts when I was a kid until high school. I've directed and written a play as well, and participated in several oratorical competitions. Ironically, I still experience stage fright during public presentations 🫠

Let's chat!

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  1. covid19-topic-modeling covid19-topic-modeling Public

    Extracting research themes from COVID-19 research using Latent Dirichlet Allocation

    Jupyter Notebook

  2. gdelt-eda gdelt-eda Public

    Investigates the nature and scale of events reported in the Philippines during the first week of October 2016, immediately following the inauguration of President Rodrigo Duterte

    Jupyter Notebook

  3. llm-data-augmentation llm-data-augmentation Public

    Using LLMs to address textual data scarcity

    Jupyter Notebook

  4. Spotify-dimensionality-reduction-archetypes Spotify-dimensionality-reduction-archetypes Public

    A promising Spotify Wrapped feature using Principal Component Analysis

    HTML 1

  5. fim-learning-pathways fim-learning-pathways Public

    Using frequent itemset mining to create learning pathways in Coursera

    HTML

  6. dotr-data-strategy dotr-data-strategy Public

    A proposed data strategy for the Philippine Department of Transportation