(01)
AI Systems & RAG Architecture
Retrieval-augmented generation done properly — syntax-aware chunking, iterative retrieval, multimodal indexing and end-to-end trainable pipelines that turn scattered knowledge into organizational intelligence.
Ayham Joumran
01 — Profile
I design scalable AI systems that make organizations smarter, faster and more efficient — bridging technical innovation with real business impact, from Hamburg to wherever the work is.
02 — Featured work
All projects01 — TypeScript
DataHydra02 — Python · TypeScript
KanzleiAgent03 — Python · Java · TypeScript
RechnungsRadar04 — Python
CoRAG03 — What I do
(02)
Full-Stack Engineering
Robust software across the stack — from C++ system tools and Go terminals to Java Spring platforms and modern web applications, built on clean architecture and engineering discipline.
(03)
IT Project Management
Leading projects, coordinating teams and delivering results in dynamic environments — agile methods, digital transformation strategy and process optimization with an entrepreneur's sense of ownership.
(04)
Research & Data Science
Academic research at Universität Hamburg — machine learning, signal processing and economic modeling, grounding hands-on practice in a strong theoretical foundation.
04 — Products by iQuantum
Built, run & sold by the same hands