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followers: 149.0 following: 23.0 repos: 26.0 gists: 23.0

Name: Umberto Griffo

Type: User

Company: @promaton

Bio: I'm a Software Engineer in continuous learning about Data Engineering, Machine Learning and Software Design.

Location: Lisbon, Portugal

Hi 👋, I'm Umberto

A passionate Data/Machine Learning Engineer based in Lisbon

🦷 I’m currently working at Promaton.
🚘 I developed an MLOps framework at Cazoo to support the data science community with deploying, updating and maintaining models at scale.
🔭 I was working at Bose where I was enhancing the Bose Data Platform in leading and supporting Advanced Analytics & AI/ML workloads and applying MLOps best practices to help Data Scientists taking their models to production.
🚌 I have been working for a while at tb.lx by Daimler Trucks & Buses where I implemented scalable Data Pipelines in batch and streaming to feed event-driven applications as well as developed Machine Learning models for Predictive Maintenance solutions.
👨‍💻 All of my open-source projects are available here on Github
💬 Ask me about anything, I am happy to help

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Umberto Griffo's Projects

apache-spark-best-practices-and-tuning

https://umbertogriffo.gitbook.io/apache-spark-best-practices-and-tuning/

api-design

LivingSocial API Design Guide

bigdata-notebook

cheshire-cat

Open source and customizable AI architecture

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

dnf

DNF is a format for representing static and dynamic networks.

evolvingdynamicnetwork

Simulation of algorithms on Evolving Dynamic Network.

fashion-mnist-cnn-keras

Zalando's article images Recognition using Convolutional Neural Networks in Python with Keras.

fast-near-duplicate-image-search

Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.

focal-loss-keras

Binary and Categorical Focal loss implementation in Keras.

imagehash

A Python Perceptual Image Hashing Module

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

kaggle-ranzcr-catheter-and-line-position-challenge-baseline

kaggle_invasive-species-monitoring

My solutions that uses Keras (81st place LB 0.99046).

mac-setup

Installing Development environment on macOS

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

minimalistic-multiple-layer-neural-network-from-scratch-in-python

Minimalistic Multiple Layer Neural Network from Scratch in Python.

mobilitymodels

This plugins allows to generate graphs using Random Waypoint and Truncated Lévy Walk Mobility Models.

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

numpy-100

100 numpy exercises (100% complete)

predictive-maintenance-using-lstm

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

pyspark-shared-spark-session-helper

rag-chatbot

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

trie

A Mixed Trie and Levenshtein distance implementation in Java for extremely fast prefix string searching and string similarity.

umbertogriffo

weightedclustercoefficient

Calculates the Weighted Cluster Coefficient for every node and the average value.

umbertogriffo Goto Github PK

Hi 👋, I'm Umberto

A passionate Data/Machine Learning Engineer based in Lisbon

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Umberto Griffo's Projects

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