code computer vision deep learning

Classifying Paintings through Deep Learning

Back in college, I did a class project where I used computer vision techniques for the first time. It was the age before deep learning. Today, I want to revisit this old project.

code data engineering recommender

Deploying a Recommendation System the Kedro Way

A tutorial to create a recommender pipeline with Kedro and MLFlow.

computer vision

My Heritage In Color

An uploaded family photo inspired me to pick up a colorizer tool. Here is my post honoring my family’s history.

code data engineering general

Level Up Your MLOps Journey with Kedro

MLOps is all about creating sustainability in machine learning. To maintain structure in this fast-paced field, you can try out Kedro, an open-source Python project that aims to help ML practitioners create modular, maintainable, and reproducible pipelines.

kaggle recommender

R-Recommender Roadtrip

This is part 2 of my talk on recommenders. The presentation describes the intuitions of matrix factorization and how to implement it in R. I delivered this in the R-Users Group PH meetup group this November. If you wish to see some more recommender material in this blog, check this out:

code kaggle

A Name Across Time and Numbers

With data, I explore the name Cassandra, Zoe, their variants and how they move in popularity over time.

genomics healthcare

Data Science in Genomics: Some References

Learning ATGC seem too different from the rest of the cash-cows of data science. Fast forward half a decade, we see viral RNA and reverse transcription polymerase chain reaction (RT PCR) flying around in the news.

What’s a data scientist to do? Learn!

computer vision deep learning kaggle

SIIM-ISIC Melanoma Classification Challenge

In this video, I’ll discuss my solution to the SIIM-ISIC Melanoma Classification Challenge hosted in Kaggle.


Mobility in the time of pandemic

Mobility is one of the greatest freedoms achieved in the 20th century. Deep-rooted as it is, free movement is something easy to forget. As a data scientist, this article is about how data reflects our shared quarantine experience.

code kaggle

COVID-19 and Blood Chemistry Tests

Today I will be taking a look at blood chemistry tests and COVID-19. I am trying to see associations of the different blood cell types when there is a SARS-COV-2 infection. I am joined with my friend Dr. Earl Tiu as I try to explain my findings to him. The data is sourced from Kaggle, […]