A small section of recent project

A Look at Climate Data using plotly

Inspired by Robert Kosara's analysis of global climate data. This version incorporates tools like Plotly and Datashader for large datasets.

Esp32 HandGesture Recognition

Esp32 hand gesture recognition using two approaches via Web Server or On-Device Inference with TFlite

Confronting notebooks

Confronting kaggle notebook with observablehq notebook for a visualization task

Expertise

SYSTEM DESIGN

I design systems using clean code principles finding a balance between code readability, reusability, testability, maintainability, and simplicity.

ARCHITECTURE

I write code following the best practices taking advantage of good design patterns to ensure maintainable code. Using algorithms with reduced complexity to produce error-resistant, clean and readable code.

WEB DESIGN

I like to build aestetics sites with good user experience (UX) with the focus on the data and information to be displayed.

DATA ANALYSIS

I prioritize deep understanding of the data through exploratory data analysis (EDA), data cleaning, and visualization techniques before applying machine learning or deep learning algorithms. This ensures that models are built on solid, well-understood foundations

VISUALIZATION

I create clear exploratory and explanatory visuals using tools like D3 to make data insightful with good data visualization principles allowing data to speak for themself and tell us a story.