Alejandro SaucedoinTowards Data ScienceProduction Machine Learning Monitoring: Outliers, Drift, Explainers & Statistical PerformanceA practical deep dive on production monitoring architectures for machine learning at scale using real-time metrics, outlier detectors…22 min read·Dec 13, 2020----
Alejandro SaucedoinTowards Data ScienceBeyond CUDA: GPU Accelerated Python for Machine Learning on Cross-Vendor Graphics Cards Made SimpleA practical deep dive into GPU Accelerated Python ML in cross-vendor graphics cards (AMD, Qualcomm, NVIDIA & friends) using Vulkan Kompute18 min read·Nov 13, 2020--3--3
Alejandro SaucedoinTowards Data ScienceParallelizing GPU-intensive Workloads via Multi-Queue OperationsAchieving 2x+ speed improvements on large GPU-intensive workloads by leveraging multi-queue operation parallelism using Vulkan and Kompute10 min read·Oct 18, 2020----
Alejandro SaucedoinTowards Data ScienceSupercharging your Mobile Apps: GPU Accelerated Machine Learning using Android NDK & Vulkan KomputeA hands on tutorial that teaches you to build a GPU accelerated mobile application for ML use-cases using the Android NDK and Vulkan…14 min read·Oct 13, 2020--1--1
Alejandro SaucedoinTowards Data ScienceReal Time Machine Learning at Scale using SpaCy, Kafka & Seldon CoreA hands on tutorial to train a machine learning model using the Reddit comment moderation dataset, and deploy it in a scalable…7 min read·Oct 5, 2020--3--3
Alejandro SaucedoinTowards Data ScienceSupercharging Game Development with GPU Accelerated Machine LearningA hands on tutorial that covers how to write GPU optimized machine learning algorithms using the Godot Game Engine and Vulkan Kompute12 min read·Sep 27, 2020--2--2
Alejandro SaucedoinTowards Data ScienceBeyond CUDA: GPU Accelerated C++ for Machine Learning on Cross-Vendor Graphics Cards Made SimpleA hands on introduction into GPU computing with practical machine learning examples using the Kompute & Vulkan Frameworks19 min read·Sep 12, 2020--3--3
Alejandro SaucedoHard work, honesty & strong relationships: Reflecting back on my time at BloombergI really admire the ethos of Mike Bloomberg — hard work, honesty and strong relationships are certainly critical for success!2 min read·Mar 10, 2017----
Alejandro SaucedoThe key for a successful relationship: Aligned valuesAligned values are one the most important things in any relationship.3 min read·Dec 1, 2016--2--2
Alejandro SaucedoStaying true to ourselves in business and life — Vision, motivations & valuesBelow is the overview of my personal vision, motivations and values — or namely the ethos to my personal & professional life.2 min read·Dec 1, 2016----