3 posts tagged with "docker"

Multi-Strategy Deploy Pipeline

A reusable modular Bash deployment pipeline that builds Docker images, rolls out to Kubernetes for staging, and updates bare-metal VMs via SSH + systemd for production. Swap out the hostnames and image names and it works for any project.

Mar 8, 2025

FastAPI ML Project — Car Damage Assessment Platform

A machine learning microservices platform for automated car accident damage assessment. Features a FastAPI backend, an asynchronous GPU-accelerated ML worker using Detectron2 for damage detection on car images, MongoDB persistence, Flask and React frontends, and a Celery task queue. Fully containerized with Docker Compose for NVIDIA GPU-accelerated inference.

Nov 19, 2023

Z-Transfer — Decentralized File Sharing on 0Chain

A decentralized file-sharing web application built on the 0Chain (Zero Chain) blockchain. Features a Flask backend with a custom Python SDK for interacting with the blockchain, Reed-Solomon erasure-coded file sharding across storage nodes, BLS cryptographic signing, and a Bootstrap 5 frontend. Fully containerized with Docker Compose for both development and production.

Nov 19, 2023