https://github.com/rubenszimbres/rubenszimbres

https://github.com/rubenszimbres/rubenszimbres

Last synced: 5 months ago
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• Host: GitHub
• URL: https://github.com/rubenszimbres/rubenszimbres
• Owner: RubensZimbres
• Created: 2024-02-02T18:25:07.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-04-28T17:44:51.000Z (6 months ago)
• Last Synced: 2025-04-28T18:41:25.242Z (6 months ago)
• Size: 105 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Rubens Zimbres

## _Senior Machine Learning Engineer, Ph.D._

 🔭 I’m currently contributing for OWASP Top 10 for LLMs and also in Langchain / CrewAI Generative AI studies with Google Cloud Developer Experts

 🚀 I’m working with data privacy at Zendata in the intersection between A.I and cybersecurity.

 👾 About me 👾

> I am a full-stack ML Engineer, certified Google Cloud Data Engineer and Google Developer Expert

> (GDE) in Machine Learning and Google Cloud Platform, AWS Certified Cloud Practitioner and

> AWS Certified Machine Learning - Specialty. I'm experienced in Machine Learning and Deep Learning

> algorithms with focus on efficiency, scalability and strategic insights. I work with Machine Learning,

> Deep Learning, Transfer Learning, Natural Language Processing, Generative AI, LLMs, LangChain, RAG,

> pgvector, LoRA and Recommendation Systems.

>

> I've been working with chatbots and retrieval/search solutions in the last year, incorporating

> Generative AI in the projects, open source (Mixtral, LLaMA) and not (Vertex AI, Gemini models).

> I also know how to fine tune LLMs with LoRA and QLoRA, quantization, and I know how to develop and

> deploy Retrieval Augmented Generation solutions RAG, with LLaMA index and also with Langchain

> (conversation with memory), using embeddings.

>    

> I am experienced in Python, Wolfram Mathematica, PySpark ML, MLFlow, SQL, Kubeflow and

> NetLogo. I'm very comfortable with Linux environments. I have extensive training and experience

> in Google Cloud solutions, including Vertex AI, MLOps and Generative AI, GCP architecture,

> security, cost planning and services related to cybersecurity of cloud environments. I specialized

> in cost-efficient use of the cloud. I am CompTIA Security+ certified.

  

📧 Email: talkto@rubenszimbres.phd  

🌐 Website: https://www.rubenszimbres.phd