Name: Fernando Nieuwveldt
Type: User
Bio: I am an ML Engineer | Data scientist interested in building systems and software for ML.
Twitter: fdnieuwveldt
Location: Cape Town, South Africa
Blog: fdnieuwveldt.medium.com
Fernando Nieuwveldt's Projects
energy predictor kaggle competition
Udemy course on AWS Serverless Application Model (SAM): Api Gateway Triggers to Lambda functions that reads and write to DynamoDB Table.
A Cookiecutter template for bootstrapping production-ready AWS Terraform projects, set up with best practices, predefined folder structure for multiple environments, and automated workflows via GitHub Actions.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Easy Tensorflow/Keras feature Preprocessing Pipelines
Kaggle feature encoding challenge II
Flu shot learning challenge hosted by DrivenData
Kaggle's IEEE CIS Fraud detection competition
Docker image for Julia lang with GPU/CUDA capability
Kedro Plugin to support running pipelines on AWS SageMaker.
Feature engineering interface using Keras Lambda layers
Keras documentation, hosted live at keras.io
AWS Lambda Project with Custom Layer and Modular Deployment Pipelines
Automating the ML Training Lifecycle with MLxOPS
Kaggle competition: Mechanisms of Action (MoA) Prediction
Richter Predictor Challenge on DrivenData
ready-to-use RTSP / RTMP / LL-HLS server and proxy that allows to read, publish and proxy video and audio streams
Groupby based models and transformers
Wrap sklearn Transformer return type from numpy to pandas with column names
An Open Source Machine Learning Framework for Everyone
Docker Tensorflow setup with GPU