Hello, I'm Ezequiel, a senior MLOps with a passion for scaling machine learning solutions to solve big problems. I have been programming with Python since I was just 16, and I've been hooked ever since. Programming is not just my profession, but also a hobby that I thoroughly enjoy. I love taking on new challenges and exploring innovative technologies to push the boundaries of what's possible in ML.
My programming journey began with traditional software development, building command-line interfaces and full-stack web applications. However, as I dived deeper into the world of data science, I found my true calling in machine learning. I enjoy nothing more than taking a complex data problem and devising a scalable solution that can make a real-world impact.
In addition to my work in ML, I'm also a Bayesian statistics enthusiast. I believe that statistical methods can help us better understand the world and make more informed decisions. That's why I've spent considerable time studying and applying Bayesian statistics to various domains, with a focus on incorporating prior knowledge into ML models.
When I'm not working on ML projects, you can find me writing on my personal blog about programming, data science, and other tech-related topics. I'm also a passionate Christian and an active member of my church community. I love exploring the intersection of my faith and my love for statistics and data science.
Packages I maintain:
- pycracks
- fastapi-hypermodel
- Pelican Plugin - Blur Thumbnails
- Pelican Plugin - URL Shortener
- Pelican Plugin - Service Worker
- Pelican Plugin - Bundler and Cache Busting
- Streamlit-multipage (archive)
Online guides I wrote:
- Understanding Programming Paradigms
- Python Security
- Python For Programmers
- Flask Full Stack Cookiecutter
- Python WebScrapping with Playwright, Selenium and Dagster
- Jupyer Book Template
- Python Design Patterns (WIP)
- Python Typing (WIP)
- Control Theory (Spanish)
Web Apps I developed:
- Personal blog - Web - Repo
- Lyrics to PPT - Web - Repo
- WatchThis - Web - Repo
- Interactive Optimization - Web - Repo
- Finance Tools - Web - Repo
- Tabú Bíblico (Spanish) - Web - Repo
- Jupyter Map - Web - Repo
Below you will find some stats of the things I do outside of my work
From: 01 April 2017 - To: 24 December 2024
Total Time: 1,679 hrs 47 mins
Python 748 hrs 14 mins ###########-------------- 44.54 %
Markdown 230 hrs 52 mins ###---------------------- 13.74 %
HTML 135 hrs 42 mins ##----------------------- 08.08 %
Jupyter Notebook 105 hrs 8 mins ##----------------------- 06.26 %
JavaScript 96 hrs 47 mins #------------------------ 05.76 %
YAML 74 hrs 18 mins #------------------------ 04.42 %
C# 40 hrs 46 mins #------------------------ 02.43 %
Other 37 hrs 38 mins #------------------------ 02.24 %
JSON 29 hrs 23 mins ------------------------- 01.75 %
TOML 26 hrs 37 mins ------------------------- 01.58 %