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Email Substack Views


MSc in Networks, Systems & Information Security — Djilali Liabes University.

I started in cybersecurity and AI research. Now I ship products. Full-stack platforms, ML models, data pipelines, security-aware systems — I work across the stack and take things from idea to production.

  • Researching — Federated Learning · ML for Healthcare · Deep Learning
  • Background — Cryptography · Ensemble Methods · Statistical Inference · R · Weka · Java
  • Open to — Full-stack, data, AI/ML roles · Research collaborations · Open source

Featured Projects

CityHealth — Real-time digital health platform. Doctors, pharmacies on duty, emergency services & blood donors. Web · PWA · Browser Extension · MCP · API. MSc thesis. TypeScript React Supabase

WC26 Simulator — ML engine predicting World Cup 2026 outcomes. Gradient Boosting + 5,000-run Monte Carlo simulation trained on 20+ years of football data. Python Scikit-learn

Open Prompt Library — 3,300+ production-ready prompts for ChatGPT, Claude & Gemini. Coding, writing, marketing, data analysis. Structured, searchable, open source. JavaScript

Awesome Repos — Daily archive of GitHub Trending repositories, browsable by date, language, and topic. JavaScript

Also building — Academic Paper Replications · AI/ML Healthcare Models · BPStartdz · 30 Days of DA


Tech Stack

Languages Python TypeScript JavaScript Java R PHP

Frontend React Next.js Tailwind PWA Chrome Extension

Backend & Databases Node.js Supabase PostgreSQL MySQL Firebase

Data & ML PyTorch TensorFlow Scikit-learn Pandas NumPy Weka

Cloud & DevOps Vercel Google Cloud AWS Docker Git

AI APIs OpenAI Gemini MCP


 

Started with cybersecurity research. Now shipping products.

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  1. Cityhealth Cityhealth Public

    Algeria's verified digital health platform — find doctors, pharmacies on duty, emergency services & blood donors in real time. Web · Mobile PWA · Browser Extension · MCP API.

    1

  2. 30-days-of-data-analyst 30-days-of-data-analyst Public

    A 30-day data analyst and data science portfolio with Python notebooks for exploratory analysis, time-series forecasting, and business analytics using real-world datasets.

    Jupyter Notebook 1

  3. BPStartdz BPStartdz Public

    Professional business plan dashboard for Algerian startups. Transform Excel business plans into interactive multi-tab dashboards with French UI, DZD currency support, and branded PDF export. Built …

    TypeScript 1