Flipboard

DECEMBER 6, 2023

She leads machine learning (ML) projects in various domains such as computer vision, natural language processing and generative AI. He has over a decade of industry experience in software development and system architecture. She helps customers to build, train and deploy large machine learning models at scale.

SQL 168

SQL Database AWS Machine Learning 168

Pickl AI

DECEMBER 4, 2023

Utilising advanced natural language processing algorithms. Data Architect Designs and creates data systems and structures for optimal organisation and retrieval of information. Implementing transparent data privacy policies. Implementing advanced analytics for predictive maintenance. .

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

AUGUST 15, 2023

The team successfully migrated a subset of self-managed ML models in the image moderation system for nudity and not safe for work (NSFW) content detection to the Amazon Rekognition Detect Moderation API, taking advantage of the highly accurate and comprehensive pre-trained moderation models.

ML 98

ML ML AWS System Architecture 98

Dataconomy

APRIL 22, 2025

Causal language modeling (CLM) has emerged as a pivotal approach in natural language processing, revolutionizing how machines understand and generate human-like text. Importance of causal language modeling Causal models are a cornerstone of natural language processing, significantly enhancing user interactions.

Natural Language Processing 91

Natural Language Processing System Architecture Predictive Analytics Analytics 91

AWS Machine Learning Blog

MARCH 5, 2025

It requires checking many systems and teams, many of which might be failing, because theyre interdependent. Developers need to reason about the system architecture, form hypotheses, and follow the chain of components until they have located the one that is the culprit.

AWS 116

AWS AI AI Machine Learning 116

Flipboard

JANUARY 15, 2025

System architecture for GNN-based network traffic prediction In this section, we propose a system architecture for enhancing operational safety within a complex network, such as the ones we discussed earlier. Specifically, we employ GraphStorm within an AWS environment to build, train, and deploy graph models.

AWS 138

AWS Machine Learning Machine Learning System Architecture 138

AWS Machine Learning Blog

FEBRUARY 19, 2025

About the Authors Alfredo Castillo is a Senior Solutions Architect at AWS, where he works with Financial Services customers on all aspects of internet-scale distributed systems, and specializes in Machine learning, Natural Language Processing, Intelligent Document Processing, and GenAI.

AWS 87

AWS Natural Language Processing Machine Learning Machine Learning 87

AWS Machine Learning Blog

MARCH 13, 2025

The emergence of generative AI agents in recent years has contributed to the transformation of the AI landscape, driven by advances in large language models (LLMs) and natural language processing (NLP). New agents can be added to handle specific types of messages without changing the overall system architecture.

AI 95

AI AI AWS Artificial Intelligence 95