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Rubens Zimbres

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Build an Xtreme Weather App with Google Geocoding and Places API

Xtreme Weather App is an advanced disaster preparedness multi-agent system built with LangChain and Gemini-2.5-pro-preview-05–06 that…

Jan 27

Build an Xtreme Weather App with Google Geocoding and Places API

Jan 27

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Use LLMs to Turn CSVs into Knowledge Graphs: A Case in Healthcare

Recently I read a post where neo4j-runway was presented. According to their Github page, “Neo4j Runway is a Python library that simplifies…

Jun 22, 2024

Use LLMs to Turn CSVs into Knowledge Graphs: A Case in Healthcare

Jun 22, 2024

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Augmenting Gemini-1.0-Pro with Knowledge Graphs via LangChain

The concept of Knowledge Graphs is grounded in the field of machine learning and artificial intelligence, aiming to represent and leverage…

Mar 4, 2024

Augmenting Gemini-1.0-Pro with Knowledge Graphs via LangChain

Mar 4, 2024

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Cost-Efficient Multi-Agent Collaboration with LangGraph + Gemma for Code Generation

In the end of January, 2024, I received an email about LangGraph and LangSmith. Some features were not in GA, so I signed up for the…

Feb 23, 2024

Cost-Efficient Multi-Agent Collaboration with LangGraph + Gemma for Code Generation

Feb 23, 2024

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Deploying a Google Cloud Generative AI App in a Website with Cloud Run

In May 2023 I quit my job to spend some months relaxing, organizing knowledge, learning new things and going back to swimming. The last 6…

Jul 14, 2023

Deploying a Google Cloud Generative AI App in a Website with Cloud Run

Jul 14, 2023

Creating a Binary Watch from Scratch with LILYGO Programmable Device

I bought a LYLIGO T-Watch-2020 V3 almost 4 years ago but hadn’t played with it yet. This watch is a programmable device that comes with a…

Jun 20

Creating a Binary Watch from Scratch with LILYGO Programmable Device

Jun 20

Deploying Gemma Directly from AI Studio to Cloud Run

In this tutorial, I will provide the simplest way to deploy a Gemma (or Gemini) model from AI Studio to Cloud Run and have your app up and…

May 29

Deploying Gemma Directly from AI Studio to Cloud Run

May 29

Agent Development Kit: Enhancing Multi-Agents Systems with A2A protocol and MCP server

Lately we’ve been flooded with new innovations and product launches. I was at Google Cloud NEXT ’25 on April 9–11 and one of the new Google…

Apr 18

Agent Development Kit: Enhancing Multi-Agents Systems with A2A protocol and MCP server

Apr 18

Real-Time Human Pose Detection with TensorFlow.js in the Browser

Pose estimation algorithms represent a specialized branch of computer vision that detects and tracks human body positions by identifying…

Mar 1

Real-Time Human Pose Detection with TensorFlow.js in the Browser

Mar 1

Understanding Alzheimer’s: Building Knowledge Graphs from Unstructured Data with Gemini

Alzheimer’s disease (AD) is the most common cause of dementia, accounting for 60 to 80% of cases. It is a progressive neurodegenerative…

Feb 1

Understanding Alzheimer’s: Building Knowledge Graphs from Unstructured Data with Gemini

Feb 1

Rubens Zimbres

Rubens Zimbres

I’m an ML Engineer and Google Developer Expert in ML and GCP. I love studying NLP algos, LLMs and Cloud Infra. CompTIA Security +. PhD. www.rubenszimbres.phd

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