SpDev_

// projects

Ideas, engineeredinto reality.

A selection of full-stack platforms, AI experiments, and tools built to solve real problems.

6 / 6
Sambad
In ProgressSELECTED WORK / 01
AI / Full-stack / SAAS

Sambad

A self-hostable, privacy-first knowledge assistant for internal company documents. Runs entirely on your own infrastructure with a pluggable LLM (local via Ollama/vLLM, or your private cloud endpoint). Two surfaces: an employee chat and an admin dashboard. Not another RAG demo. It targets the two failures that actually kill enterprise RAG deployments: leaking documents people shouldn't see, and confidently serving outdated information.

VOD platform architecture
CompletedSELECTED WORK / 02
Fullstack / Backend / DevOps / Media

VOD App — Video on Demand Platform

VOD App — Video on Demand Platform with an async processing pipeline: Celery workers transcode uploads via FFmpeg into adaptive HLS streams stored in MinIO (S3-compatible). JWT-authenticated FastAPI backend with layered architecture, Alembic migrations, and a React 19 frontend using Zustand and TanStack Query. 248+ commits, fully containerised with Docker Compose.

Next.jsFastAPIPostgreSQLRedis+5
Container Hub
In ProgressSELECTED WORK / 04
Omarchy / Plugin

Container Hub

An Omarchy bar plugin for monitoring and managing local Docker containers, built for fullstack developers juggling several projects who don't want to drop to a terminal just to check what's running.

Omarchy-docsJavascript