MAM.sys

Mohammed Abdeldjalil Merzougui

Engineeringsystems thatthink.

Full Stack · Data · AIL3 Magistère Informatique — Université Paris-SaclayFrance
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01Who I am

I build from systems, not just features.

Étudiant en L3 Magistère d'Informatique à l'Université Paris-Saclay, après deux années à l'École Nationale Supérieure d'Informatique d'Alger.

Focus areas

  • Software Engineering
  • Backend Development
  • Data
  • Applied AI
  • Distributed Systems
  • Document Processing
02The journey

Where I came from.

2026 · L3 Magistère Informatique

Université Paris-Saclay

Current academic chapter.

Focus / Stack
  • Software engineering
  • Algorithms
  • AI
  • Optimization
  • Distributed systems
03Systems in production · Croissant-Rouge Algérien

18,000+ users.

A national platform, designed and developed end to end. Select a component to see its role.

Component
Django REST

API layer — business logic, permissions and endpoints for every module.

System modules
  • Reporting
  • Family assistance
  • Volunteers
  • Training
  • Events
  • Notifications
  • Exports
  • QR management
  • Dashboards
04Case study · ESI Patrimoine

ESI Patrimoine

Turning historical archives into structured data.

0+
student records digitized
1974 → 1988
14 years of archives
0%
cell-level extraction accuracy

A VLM-based extraction pipeline using a local Gemma model, exposed through 40+ API endpoints.

  1. 01Documents
  2. 02VLM extraction
  3. 03Validation
  4. 04Deduplication
  5. 05PostgreSQL
  6. 06Desktop application
100% local processing

Personal data was never transferred externally.

  • Django
  • PostgreSQL
  • Electron
  • React
  • Gemma
05Post-OCR intelligence · ProArchive Solution

Teaching machines to correct history.

  1. 01Scanned historical document
  2. 02OCR output
  3. 03Noisy text
  4. 04Statistical correction
  5. 05Neural correction
  6. 06Validated result
Statistical layer
  1. Exact matching→
  2. Phonetic fuzzy search→
  3. Weighted Levenshtein→
  4. N-gram analysis→ neural
2.9%
CER
86.2%
Word accuracy
CPU
Trained
BiGRU + Bahdanau Attention
06Other builds

More systems.

  • 01

    Smart Inventory & Ordering System

    Backend architecture for supermarket management.

    Backend
    BackendArchitecture
    WAREHOUSECoffee Beans12Milk40Sugar27Flour56STOCKORDERSUPPLIER
  • 02

    Agricultural Management System

    Java OOP architecture with polymorphic zones and sensor systems.

    Java OOP
    JavaOOP
    ZONE ASOIL 42%ZONE BTEMP 23°ZONE CHUM 63%CONTROLLER
  • 03

    Delivery Optimization

    Intelligent route optimization.

    Yalidine Express — Deliver The Future
    Optimization
    WAREHOUSEBEFORE · NAIVE ROUTEillustrative
  • 04

    Wool Industry Digitalization

    System architecture and centralized backend.

    Algiers UP
    ArchitectureBackend
    SUPPLIERPRODUCERPROCESSORDISTRIBUTORCLIENTPLATFORM
  • 05

    Tourism AI Platform

    AI-powered tourism experience concept.

    Solvex Ideathon
    AI
    WHERE DO YOU WANT TO GO?AlgiersANALYZING PREFERENCES...
07The toolbox

A constellation of tools.

Languages
Backend
Frontend
Data / AI
Infrastructure
Databases
08Philosophy

I don't just write code.

I design systems.

01

Architecture

Build modular systems that remain maintainable as complexity grows.

02

Data

Turn raw information into structured, useful knowledge.

03

Reliability

Design systems that survive real-world constraints.

09Education
  1. 2026 → Present

    Université Paris-Saclay

    L3 Magistère Informatique

  2. École Nationale Supérieure d'Informatique — Alger

    2nd year
    0.00 / 20
    Top 8%
    1st year
    0.00 / 20
    11th

  3. Baccalauréat — Mathématiques

    0.00 / 20
    • Mention Excellente
    • 1er de la wilaya
    • 2e classement général
10Competitions
Yalidine Express

Deliver The Future

Route optimization.

Wool sector

Algiers UP

Digitalization of the wool sector.

Ideathon

Solvex

AI tourism platform.

11Certifications
  • Software Design and Architecture Coursera
  • SQL & PostgreSQL Udemy
  • Backend Node.js Udemy
  • Android Mobile Development Udemy
12Languages
  • ArabicNative
  • FrenchB2 Advanced
  • EnglishC1
13What's next?

The next system
is still being built.

I'm currently exploring software engineering, AI, optimization and distributed systems.

Let's build something.

EMAIL
Name
Mohammed Abdeldjalil Merzougui
Full Stack Developer · Data / AI
Location
France
Available_for: selected_opportunitiesFocus: software × AI© 2026 M.A. Merzougui