cheeyeo
I'm a software writer with a background in computer science. My interests are in machine learning, deep learning, python, go-lang, devops
@m1l0ai UK, United Kingdom
Pinned Repositories
Amazon-SNS-Ruby
Ruby gem for the new Amazon SNS service
aws_lambda_docker
Example project of using Docker to build Lambda function and linking it to a single page app
aws_lambda_web_application
Example of running python Flask web app in AWS Lambda with terraform IAC
Flask_App_Demo
Example of building a Flask app with SQLAlchemy using Postgresql
golang-exercises
Exercises for GoLang Book
graphql_Flask_api_demo
An exercise in building a simple GraphQL API with Flask using python
IMAGE_SEARCH_WEAVIATE
Example of image similarity search using CLIP and Weaviate VectorDB
kubernetes-ingress-grpc
Example of using Ingress controller on Kubernetes to serve GRPC services
Server-Sent-Events-with-Node-JS
Practice of SSE using Node js
SOPHONS
Github self-hosted runner framework using AWS EC2 Spot instances in serverless manner
cheeyeo's Repositories
cheeyeo/content_based_image_retrieval_portfolio_example
An example of building a CBIR (Content Based Image Retrieval) system using Tensorflow2
cheeyeo/tfod_rcnn_example
Example of training Faster-RCNN model with TFOD API
cheeyeo/transfer_learning_portfolio_example
Building a image classifier on the flowers 17 dataset using VGG 16 pretrained with fine tuning
cheeyeo/aws_lambda_web_application
Example of running python Flask web app in AWS Lambda with terraform IAC
cheeyeo/grpc_aws_alb_example
Running gRPC service on AWS Fargate + ALB
cheeyeo/ipindex
Fork of ipindex from git.beardyjay.co.uk
cheeyeo/mxnet_serverless_inference
An example of building and running an MXNet container as a Lambda function for inference.
cheeyeo/ph0bo5
Example hybrid crypto system using KMS RSA keys and local AES cipher blocks
cheeyeo/python_flask_grpc_example
Simple GRPC, FLASK, DOCKER example
cheeyeo/SOPHONS
Github self-hosted runner framework using AWS EC2 Spot instances in serverless manner
cheeyeo/tf_dcgan
Example of a simple DCGAN built using TF 2.0 to train and generate colour Fashion MNIST images
cheeyeo/transfer_learning_portfolio_example_2
Applying transfer learning through feature extraction with VGG16 to train a classifier to perform image autocorrection
cheeyeo/aws_lambda_docker
Example project of using Docker to build Lambda function and linking it to a single page app
cheeyeo/Flask_App_Demo
Example of building a Flask app with SQLAlchemy using Postgresql
cheeyeo/graphql_Flask_api_demo
An exercise in building a simple GraphQL API with Flask using python
cheeyeo/IMAGE_SEARCH_WEAVIATE
Example of image similarity search using CLIP and Weaviate VectorDB
cheeyeo/SamMed2D_Custom
My implementation of SAM Med2D model based on its paper
cheeyeo/aws_cdn_oac_example
Example of setting up a Cloudfront Distribution with Origin access control to access private S3 bucket.
cheeyeo/AWS_EKS_TUTORIALS
Personal notes and terraform samples on provisioning EKS clusters
cheeyeo/AWS_S3_PIPES
Example of building a go lang CLI client to interact with AWS S3 pipe mode
cheeyeo/bash_script_tutorials
Learning bash scripting
cheeyeo/cheeyeo
Profile description
cheeyeo/cheeyeo.github.io
Cheeyeo website
cheeyeo/ginexample
Simple Go lang web app using Gin and Mongodb
cheeyeo/ML_SKLEARN_TORCH
Notebooks based on learning from book `Machine Learning with sklearn and pytorch`
cheeyeo/PSPNET_tutorial
Example of building a PSPNet using pytorch for semantic segmentation
cheeyeo/python_flask_gae_example
Simpe example of running a FLASK app on Google App engine
cheeyeo/self_attention_gan
Example implementation of a self attention GAN
cheeyeo/tensorflow_serving_example
Example FLASK API app which interfaces with the tensorflow serving API
cheeyeo/UNET_tutorial
Example of building a UNET in torch for semantic segmentation