Projects

A selection of cloud, data, and automation projects that mirror real production work rather than toy examples.

Self-Hosted Personal Cloud (Omarchy Linux Homelab)

A private cloud running on my laptop using an Arch-based Omarchy system, Btrfs subvolumes for isolated storage, Dockerized Nginx and Nextcloud, Tailscale for secure remote access, and nftables for firewalling.

  • Designed a Btrfs-based layout under /srv/homelab for snapshot-ready storage.
  • Containerized Nginx and Nextcloud with Docker for easy updates and isolation.
  • Secured external access over Tailscale with an nftables-based firewall.

Linux · Btrfs · Docker · Nginx · Nextcloud · Tailscale · nftables

Data Migration & ETL Pipeline

An end-to-end pipeline for moving structured data between sources with validation and reporting, inspired by real financial ETL work.

  • Extracts data from source systems, applies transformations, and loads into a target store.
  • Includes sanity checks and summary logs to highlight missing or inconsistent records.
  • Designed to be extendable for new sources, destinations, and rules.

ETL · Python · SQL · Data Pipelines

AI-Powered Data Quality Checker for Finance CSVs

A tool that inspects payment CSVs for anomalies, missing values, and suspicious patterns using Python and AI-powered checks.

  • Uploads CSV files via a simple interface or storage bucket.
  • Runs rule-based checks plus AI-driven anomaly hints.
  • Outputs a human-readable summary that’s easy for finance teams to act on.

Python · CSV · Finance Data · Data Quality · AI

Disaster Recovery Workflow with Terraform

An infrastructure-as-code setup that defines and tests a basic disaster recovery workflow for critical workloads using Terraform.

  • Codifies core infrastructure and recovery resources as reusable Terraform modules.
  • Supports repeatable environment recreation and failover simulations.
  • Documents clear steps for restoring services after a failure.

Terraform · AWS (planned) · Infrastructure as Code · Disaster Recovery

Working / Upcoming

DataOps CI/CD + AI Reviewer

An upcoming project combining DataOps-style pipelines with an AI that reviews configs and workflows for issues and anti-patterns.

GitHub Actions · Terraform · Data Pipelines · AI

Additional Cloud / ETL Projects

Space reserved for future experiments in cloud automation, ETL, and homelab tooling.

TBD