Introduction to MyPy
Why we adopted type checking at DailyBot — from untyped Python chaos to catching bugs before runtime, reducing cognitive load, and shipping with confidence.
Posts tagged "Python"
Python ecosystem — Django, TensorFlow, MyPy, Spark.
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BSolutions: Managing Multiple Database Engines with Django and Docker
A university project for Advanced Databases class — connecting Django to 10 different database engines (SQL and NoSQL) through Docker containers, demonstrating multi-database management and microservices architecture.
Taming Big Data: An Introduction to Apache Spark
From RDDs to real-time streaming — how I built hands-on notebooks, a Docker cluster, and a full presentation to teach Apache Spark as my Big Data course final project.
Deep Learning: From Academia to Practice
What I shared at PyCon Colombia 2018 on how applied mathematics lets us build AI models — linear algebra, neural networks, gradient descent, and computer vision.
Introduction to TensorFlow
My talk at the first Pereira Tech Talks meetup — exploring Google's TensorFlow, machine learning basics, and why AI was about to change everything.