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followers: 1.7K following: 33.0 repos: 463.0 gists: 0.0

Name: Rubens Zimbres

Type: User

Bio: Senior Data Scientist/ML Engineer, PhD. Deep Learning and NLP w/ Python. Google Developer Expert (GDE) in ML and GCP. Security+, GCP and AWS Certified.

Location: Brazil

Blog: https://www.rubenszimbres.phd/

Rubens Zimbres

Senior Machine Learning Engineer, Ph.D.

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

🚀 I’m learning cybersecurity in the intersection with A.I.

👾 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: [email protected]
🌐 Website: https://www.rubenszimbres.phd

Rubens Zimbres's Projects

abc-dataset

ABC: A Big CAD Model Dataset For Geometric Deep Learning

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

acme

A library of reinforcement learning components and agents

adafruit_python_ads1x15

Python code to use the ADS1015 and ADS1115 analog to digital converters with a Raspberry Pi or BeagleBone black.

ai_plays_snake

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

alexa-xmas-tree

Here you can find the sources of a custom Alexa skill that controls an LED strand on a Christmas tree.

alignment-handbook-zephyr

Robust recipes for to align language models with human and AI preferences

allennlp

An open-source NLP research library, built on PyTorch.

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

amass

In-depth Attack Surface Mapping and Asset Discovery

amazon-sagemaker-developer-guide

The open source version of the Amazon SageMaker docs

amazon-sagemaker-edge-manager-demo

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

applied-dl-2018

Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

rubenszimbres Goto Github PK

Rubens Zimbres

Senior Machine Learning Engineer, Ph.D.

Rubens Zimbres's Projects

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