Developer profile

Rubens Zimbres

@rubenszimbres on GitHub ↗

Brazil

Likely Available

About

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.

Repositories

Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Python★ 1,191⑂ 667

Repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Jupyter Notebook★ 173⑂ 77

Repo-2021

Transformers, Graph Neural Networks, PySpark, Neural Cellular Automata, FB Prophet, Google Cloud, NLP codes, Ethical Hacking and C Language

Jupyter Notebook★ 63⑂ 22

Repo-2022

Python codes on PyTorch, Tensorflow, Keras, Wav2Vec2 Fine-Tuning and Google Cloud

Jupyter Notebook★ 9⑂ 5

Graph_RAG

A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j, to be deployed in a container (Cloud Run or ECS).

Python★ 7⑂ 1

Financial-Multi-Agents-Graph-Databasee

A multi-agent conversational financial analytics platform that combines company fundamentals analysis, SEC filing intelligence, and machine learning-based stock price prediction through an intuitive chat interface.

Python★ 4⑂ 2

TPU_Inference

Measurement harness for the sliding window attention premium in the vLLM TPU Ragged Paged Attention v3 kernel: per layer decode cost, block size control, throughput, and goodput for Gemma 4 31B on TPU v6e.

Python★ 3⑂ 2