paumartinez1

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Paula Martinez paumartinez1

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A Data Scientist and Social Entrepreneur in-the-making

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paumartinez1/README.md

Hello! I'm Pau.

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

TOOL KIT 🛠️

Programming Languages

Data Science and Machine Learning

Visualization Tools

Big Data and Cloud Computing

PROJECTS ⚡️

Click the triangles ► to expand or collapse a section.

Boosting Artist Streams with Information Retrieval on Spotify

Revolutionizing Spotify Wrapped: Creating Musical Archetypes with Principal Component Analysis

Charting the Evolution of Ideas: Unsupervised Thematic Analysis of 30 Years of arXiv Research

From Random Walks to Guided Journeys: Creating Learning Pathways through Frequent Itemset Mining

Filling the Gaps: Handling Missing Data through Machine Learning

Data In Disguise: Addressing Textual Data Scarcity through AI and Interpretability Techniques

Huli Ka, Balbon!: Automated Alarm for Smoking in Non-Designated Areas using Deep Learning

Remember, Remember that Week in October: Analyzing Crime Events in the Philippines after Rodrigo Duterte's Election

Behind the Mask: Tracing the Timeline of COVID-19 using Topic Modeling and Evolution

BEYOND DATA SCIENCE ✨

🎸 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 🎹
🎭 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!

Pinned

covid19-topic-modeling covid19-topic-modeling Public

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

Jupyter Notebook
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
llm-data-augmentation llm-data-augmentation Public

Using LLMs to address textual data scarcity

Jupyter Notebook
Spotify-dimensionality-reduction-archetypes Spotify-dimensionality-reduction-archetypes Public

A promising Spotify Wrapped feature using Principal Component Analysis

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fim-learning-pathways fim-learning-pathways Public

Using frequent itemset mining to create learning pathways in Coursera

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