Eduardo Toledo·May 10Behind the speeches: A topic modeling analysis of colombian presidential candidates (2026)A Machine Learning approach to compare 5 government plans — without picking sides. Author: Eduardo Toledo . Github repoA response icon1A response icon1
Eduardo Toledo·Jan 17Visualizing creativity in Transformers: temperature, sampling, and token probabilityWhy temperature , top-k controls diversity — and how to reproduce it without direct control in a prompt. | Author: Eduardo Toledo | GitHub…
Eduardo Toledo·Dec 13, 2025MLOps in Action: when an AML Model starts to fail and how to detect ItMonitoring performance, drift, and behavior Changes in a real AML system. | Author: Eduardo Toledo | GitHub Repo
Eduardo Toledo·Nov 9, 2025MLOps in Action: Building a Real Anti–Money Laundering Detection Pipeline for Gambling and FintechFrom dataset tracking with DVC to model monitoring with NannyML — this MLOps pipeline uses MLflow for experiment tracking and Explainable…A response icon1A response icon1
Eduardo Toledo·Oct 10, 2025Explainable AI (XAI) in Anti-Money Laundering for Gambling & FintechBuilding trust in AML systems by showing how and why AI flags suspicious transactions. | Author: Eduardo Toledo | Github RepoA response icon3A response icon3
Eduardo Toledo·Sep 27, 2025From TF-IDF to BERT: detecting hidden anomalies in Software LogsA journey from simple term counts to deep contextual understanding in software monitoring | Author: Eduardo Toledo | Github RepositoryA response icon2A response icon2
Eduardo Toledo·Sep 21, 2025Detecting Data Drift in Anti Money Laudering with NannyMLUsing post-deployment monitoring to keep AML models reliable, fair, and drift-free. | Author: Eduardo Toledo
Eduardo Toledo·Sep 3, 2025Beyond Machine Learning: how LLMs are transforming Anomaly DetectionBridging classic ML with generative intelligence to build smarter, more adaptive anomaly detection pipelines. | Author: Eduardo Toledo |…A response icon1A response icon1
Eduardo Toledo·Aug 19, 2025From HITL to Sherpa: Designing a Companion Agent for Medicine and Education with LangChain and…Introduction — My Journey into Agents
Eduardo Toledo·Jan 10, 2025Real Estate with Multimodal Search: LangChain, CLIP, Semantic Search, and ChromaDB while Ensuring…Author: Eduardo Toledo Repo: github
