ai-fullstack-eng-challenge

Full Stack Movielens Query - Flask - React - Docker. Both backend and frontend pagination solutions are attached.

anomamly-detection-autoencoder

Anomaly Detections and Network Intrusion Detection, and Complexity Scoring.

apollo_graphql_space_x

Typescript frontend react_graphql client and backend apollo_graphql server

autoencoder-feature-extraction

Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

badreads

Vanilla JavaScript, HTML, CSS, and Node.js, Express, Sequelize ORM, Pug, PostgreSQL

benchmarking_engineers_full_stack

benchmarking an engineer's coding and communication skills against other engineers that work at similar companies and with the same title

big5-kmeans-clustering

Kmeans clustering algorithm is unsupervised machine learning library that can divide this large 2018 dataset of over 1 million rows of answers from survey that answers 50 questions with level 1 through 5 on Big 5 personality traits. Predicted raw score is further normalized to show percentiles of relative importance.

complete-system-design

This repository contains everything you need to become proficient in System Design

containerized_web_dev

node-js or php-unit backends, react-js(typescript) frontend, postgres-database, ngnix-proxy docker containers

convolutional-autoencoder-keras-tensorflow

Text Digit Character Computer Vision using convolutional autoencoder

cors-anywhere

CORS package can be easily called from Heroku

data-engineering-python-great-expectations

Demo on Data Engineering using Great Expectations API

data_quality

general data quality checking and reporting

django_rabbitmq_celery

Django Celery asynchronous task queue based on distributed message passing by RabbitMQ as broker

django_redis_celery

Django web server using Celery server to handle asynchronous tasks by using Redis as a message Broker

dmos-accounting-anomaly-detection

dmos-accounting-anomaly-detection-api

dmos-backend-template

ML SageMaker EndPoint Server Template

dmos-ui-template

docker_dependency_security

DockerCon23 Workshop on Secure Development with Docker

docker_example

DockerCon 2023 Class on Docker

docker_flask_microservice_app

This is an app created with dockerized microservice deployment

docker_microservice

Microservices based architecture. Docker, CI-CD. Multi-staged Dockerfile, docker-compose.yml so much more step by step process to build online catalog.

econometrics-gdp-dpi-var

Multivariate time series Vector Autoregression Model (VAR) on real world GDP and DPI (and some other indexes). Bayesian Structured Time Series (BSTS).

energy_opimization_gurobi

Self sustained producer-consumer(prosumer) policy study using Python and Gurobi

energy_optimization_gekko

Energy storage, PV(renewable) generation, Grid Optimization

energy_optimization_python

Gulp(CBC MILP) optimization and MLP(ANN) forecasting

energy_storage_pyomo

glpk solver with Pyomo formulation for battery model

example-voting-app

Example distributed app composed of multiple containers for Docker, Compose, Swarm, and Kubernetes