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Rubens Zimbres Website
 * Home
 * About me
 * Projects
 * Publications
 * Certifications
 * Patents
 * Contact

Rubens Zimbres Website
 * Home
   
 * About me
   
 * Projects
   
 * Publications
   
 * Certifications
   
 * Patents
   
 * Contact
   
 * Mehr
   
    * Home
    * About me
    * Projects
    * Publications
    * Certifications
    * Patents
    * Contact





Rubens A. Zimbres



ABOUT ME




Details About my Path

Certifications

Publications

Patents

Contact


PROJECTS




Projects I Delivered

Generative AI App


ACTIVITY




Google Developers Articles

Medium Articles

LinkedIn Posts

GitHub Codes

Google Developers Profile

My Google Cloud Training

My Stackoverflow

Wolfram Community Profile


FEATURED CONTENT




Recommendation Models

Google Cloud Contact Center Artificial Intelligence

Vertex AI Pipeline

Dialogflow CX

Graph Neural Networks

Securing End-to-End Machine Learning Solutions

Ethical Hacking

Agent-Based Modeling

Burn a Physical Security Key to Access Your Google Accounts

Experiments


CONTACT




Send me an email

Lecture at Google Sao Paulo - Brazil





Senior Data Scientist and Machine Learning Engineer


Dual Master and Doctor in Business Administration and Electrical Engineering


Certified Google Cloud Professional Data Engineer


Google Developer Expert in Machine Learning and Google Cloud Platform


CompTIA Security+ certified


Links



⚠ Disclaimer: three elements of this website were developed with Generative AI ⚠




LATEST UPDATES




DevFest Experts Bootcamp in Sunnyvale - California

Lecture about Generative AI at Unime University I/O Connect - Bahia - Brazil

DevFest Lauro Freitas BA - Rubens ZImbres - Nov'23

GENERATIVE   AI   APP



This Generative AI application was developed with Python + Google Cloud
Generative AI Studio, and deployed in a container (Cloud Run) running a Flask
application.

You can ask the app details about my personal path, experience, projects
delivered, education and languages.


You can use prompts like this:

Tell me about Rubens experience and the languages he speaks

Did Rubens work with predictive modeling ?

Does he have experience with application security?



  Enter prompt here



Tutorial on how to deploy this Gen AI app: here

PROJECTS DELIVERED


PROJECTS I DELIVERED

Some projects I delivered and their details




ACTIVITY


GOOGLE DEVELOPERS PROFILE

My Google Developers profile



MEDIUM ARTICLES

Articles about Google Cloud infrastructure, Vertex AI, Recommenders, Agent-Based
Modeling, Graph Neural Networks, Object Detection, Tensorflow and Cybersecurity



LINKEDIN POSTS

Articles about Google Cloud, Deep Learning, NLP, Agent-Based Modeling,
Kubernetes, Transformers, Ethical Hacking, Pentesting, Social Networks



GITHUB CODES

Python codes along my journey as Data Scientist. Machine Learning, Deep
Learning, NLP, Transformers, Google Cloud, Algorithmic trading, Tensorflow,
Keras and PyTorch



GOOGLE EXPERTS DIRECTORY

My profile at Google Experts Directory



MY GOOGLE CLOUD TRAINING

My badges related to the courses and LABs I completed 



ABOUT ME

My previous experience, education, licenses, certifications, published papers
and patents



MY STACKOVERFLOW 

My questions and answers in StackOverflow. I am a recognized member of the
Google Cloud Collective



CERTIFICATIONS

My certifications in Machine Learning, Deep Learning, Google Cloud and Ethical
Hacking



PUBLICATIONS

Academic papers published during my Master and Doctorate



PATENTS

My three patents, two in NLP and one in Cellular Automata




WOLFRAM COMMUNITY PROFILE

I am a featured contributor at Wolfram Community, with 2 Staff Picks and 40,000
article views



FEATURED CONTENT



SQL queries + pgvector: Retrieval Augmented Generation in PostgreSQL

Article on how to use pgvector on a PostgreSQL database for RAG (Retrieval
Augmented Generation) with LLMs.



Kaggle Notebook

A Jupyter notebook about Two Towers Recommender in Tensorflow for Recruiting



Code Generation using Retrieval Augmented Generation + LangChain

Generative AI article on how to generate Python code using RAG + LangChain + LLM



INSTALL A REAL-TIME INTRUSION DETECTION SYSTEM (IDS) WITH SURICATA AND PYTHON

Tutorial about installing an IDS for personal protection



LLM Cybersecurity Guide: OWASP Top 10 for LLM Apps

OWASP Top 10 for LLMs, published at Google Developer Experts blog



DEPLOYING A GOOGLE CLOUD GENERATIVE AI APP IN A WEBSITE WITH CLOUD RUN

Q&A Generative AI application in Google Cloud, published at Google Cloud blog



GOOGLE CLOUD FOR EDUCATION: STRATEGY SEGMENTATION USING GENERATIVE AI

Generative AI automation to “read” and organize pedagogical projects in clusters



RECOMMENDATION MODELS

Setup of NVIDIA Merlin and Tensorflow for Recommendation Models, published in
Google Developer Experts



GOOGLE CLOUD CONTACT CENTER ARTIFICIAL INTELLIGENCE (CCAI)

Google Cloud Contact Center Artificial Intelligence (CCAI): A Managerial View



VERTEX AI PIPELINE

Two Towers Recommender: A Custom Pipeline in Vertex AI Using Kubeflow, published
in Google Developer Experts



DIALOGFLOW CX

Search of Brazilian Laws using Dialogflow CX chatbot engine and Vertex AI
Matching Engine



GRAPH NEURAL NETWORKS

Graph Neural Networks: the message passing algorithm, published in Google
Developer Experts



Securing End-to-End Machine Learning Solutions

Develop Secure End-to-End Machine Learning Solutions in Google Cloud



ETHICAL HACKING

My article on Attacking Active Directory in a Windows Server network with Kali
Linux



AGENT-BASED MODELING

Agent-Based Modeling with Python, NetLogo and Arduino



BURN A PHYSICAL SECURITY KEY TO ACCESS YOUR GOOGLE ACCOUNTS

Burn a physical security key using a nRF52840 Dongle from Nordic to securely
access your Google / Google Cloud accounts




If you want to receive my articles on Medium, or provide feedback on this
website. 💬


GANs_Summer_School_16_LAYOUT
Google Cloud Basics***

RECOMMENDED CONTENT

People of AI is a podcast of Gus Martins and Ashley Oldacre from Google
showcasing inspiring people with interesting stories in the world of Artificial
Intelligence (AI) and its subset, Machine Learning (ML). The podcast will
interview leaders, practitioners, researchers and learners in the field of AI/ML
and invite them to share their stories, what they are building, lessons learned
along the way, and excitement for the AI/ML industry.

For all the episodes, visit the People of AI page at:
https://peopleofai.libsyn.com/



GALLERY

Google Community Nation - Bogotá - Colombia
Google Community Nation - Bogotá - Colombia
Google Community Nation - Colombia
Google Community Nation - Colombia
Flutter Community in Google Community Nation - Colombia
At Google in Sunnyvale - Brazilians at DevFest Experts Bootcamp
At Google in Sunnyvale - DevFest Experts Bootcamp with Walter Lee
Google in Sunnyvale - CA
At Google in Sunnyvale - DevFest Experts Bootcamp
Lecture at Google Sao Paulo
Lecture at Google SP - Brazil
Lecture at Unime University - Bahia - Brazil
Lecture at Unime University - Bahia - Brazil
Lecture at Unime University - Bahia - Brazil
I/O Extended Lauro de Freitas - Bahia
Brown University
Me with Stephen Wolfram
Brown University
Wolfram Research Summer School
Lecture about Machine Learning
Lecture about Machine Learning
Lecture about Machine Learning
Lecture about Machine Learning
Big Data Brazil Experience



EXPERIMENTS



CONTACT





The animation at the top  shows an unidimensional 5 state cellular automaton
radius 1, rule
2159062512564987644819455219116893945895958528152021228705752563807959237655911950549124
Made with Google Sites - 2023 



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