Selected Work
2025 — 2026
Social analytics platform — ranks brands and creators from billions of signals, with live competitor benchmarking.
Edge-AI in-cabin monitoring on a Raspberry Pi — fatigue, gaze, seatbelt, phone and smoking in a single 15 FPS pipeline, fully offline.
Team of 4 · ENSIA × Qareeb
Reproduced deep leakage from gradients on CIFAR-100, then built a federated-learning client that defends against it.
First author · Team of 5 · ENSIA
Storefront for an Algerian womenswear label — full catalogue and delivery across all 58 wilayas.
Site for a video studio — a searchable reel of real client work, and a brief-to-quote flow that replaces the usual back-and-forth.
About
Algiers, DZHamza is a young creative engineer from Algeria — two years building AI systems, three building for the web, and a stubborn interest in the seam where the two meet.
The AI is where the harder questions live — how a model quietly leaks what it was trained on, how a camera reads a tired driver at fifteen frames a second on hardware that fits in one hand.
He got there from the shipping side: storefronts, interfaces, an analytics platform that had to work on the first try for people who would never read a changelog.
He is reading for a master's in artificial intelligence and data science at ENSIA, with detours through quantum computing at Latvia University and the Washington Institute. He keeps working in both directions, because the problems worth solving rarely sit on one side.
Recognition
- 1st Place2025
Microenterprise Hackathon · Ministry of Startups
First among national participants, for a microenterprise solution recognised by the Ministry of Startups for its entrepreneurial innovation and practical feasibility.
- 3rd Place2024
DevCamp Hackathon · DevCamp
Third place for an AI-powered application built under tight deadlines, judged on innovation and technical execution.
- Top 100 Nationally2023
Baccalauréat · Algeria
Ranked among the hundred highest-scoring students in the country.
Education
National Higher School of Artificial Intelligence
Master of Science — Artificial Intelligence and Data Science
Coursework: Computer Architecture, Comparison of Learning Algorithms, Computational Theory.
The Washington Institute for STEM Entrepreneurship and Research
Summer School Program
Three months on quantum computing and applied mathematics, centred on partial differential equations — their role in computational models and their application in engineering and quantum systems.
Latvia University
Quantum Computing Program
A semester on the fundamentals of quantum computing: quantum algorithms, quantum mechanics, and their use in computational models, with hands-on work in quantum programming tools.
Capabilities
What I work withAI Systems
Vision models that run on the device rather than the cloud, and the privacy work that keeps their training data from leaking back out.
Engineering
Production interfaces in Next.js and TypeScript — storefronts, dashboards, analytics platforms that hold up once real people are inside them.
Design
The whole surface: type, motion, and the thousand small decisions that separate software that works from software that feels considered.