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jprmaulion/README.md

Magandang araw 👋!


🧑🏽‍💻 I'm JP, a data scientist based in the Philippines 🇵🇭.
⚙️ I'm interested in bridging AI and epidemiology.
🗣️ I speak Python, R, and a bit of SQL and JavaScript (particularly D3.js).
🌏 On my spare time, I learn languages: Estoy practicando mi español castellano y LATAM. ¡Pero estoy llegando allí!

Here are some of the projects that I worked on so far (I add at least one project per month!):

  1. Customer churn analysis of a telco dataset
  2. Dam water level data analysis and prediction
  3. Simple agent-based modeling of cow grazing over a square lattice
  4. Exploratory data and network analyses of a real-world sexual network
  5. Forecasting dengue cases in Metro Manila, Philippines using RNNs
  6. Simple d3.js-based COVID-19 dashboard for the Philippines 🇵🇭
  7. OCR text detection and recognition tool on a Japanese store invoice using PaddleOCR
  8. Identifying TB patients at risk of early treatment departure using a Bayesian-optimized XGBoost model

Let's connect!

Reach me at my socials or shoot me an email at jprmaulion[at]gmail[dot]com. 🫶🏾

Popular repositories Loading

  1. rnn-dengue rnn-dengue Public

    Forecasting dengue cases using RNNs

    Python 2

  2. triage-classifier-sokor triage-classifier-sokor Public

    A supervised sklearn-based ML model to predict patient triage outcomes in emergency department settings

    Jupyter Notebook 1

  3. triage-accuracy-predictor-sk triage-accuracy-predictor-sk Public

    Bayesian-optimized, XGBoost-based supervised machine learning model to predict triaging accuracy in emergency settings

    Jupyter Notebook 1

  4. cholera-gedeo-ethiopia-spatial-analysis cholera-gedeo-ethiopia-spatial-analysis Public

    Exploratory spatial analysis and visualization of cholera case clusters in Gedeo Zone, Ethiopia that integrates demographic and geographic data to identify environmental risk patterns and inform pu…

    Jupyter Notebook 1

  5. d3js-covid19ph d3js-covid19ph Public

    A simple d3.js-based COVID19 dashboard for the Philippines

    JavaScript

  6. customer-churn-analysis customer-churn-analysis Public

    Perform exploratory data analysis and develop machine learning models to a telecom customer churning dataset

    Jupyter Notebook