DATA & AI ENGINEER

Building intelligent systems that combine robust data engineering with cutting-edge AI.

Architecting end-to-end solutions: from enterprise data pipelines to agentic AI systems.
Community builder at AtlasIA.

Ilyas Irgui
🚀 Let's Build Together

3+

Years Experience

Data

Specialist

AtlasIA

Member

Top 100

Dell Envision

CAREER TRAJECTORY

Experience & Stack

Lead Data Engineer

Adapt1 Solution

Sep 2025 - Present
  • Automation of multi-source data pipelines for extraction, cleaning and loading into EPM via REST APIs, adaptive connectors and cloud platforms.
  • Financial data modeling, predictive analytics and intelligent workflow automation leveraging AI solutions.
  • Data integration, consolidation and optimization across enterprise systems for enhanced analysis and decision-making.

Data Integration & Automation Engineer

Carta Worldwide

Oct 2022 - Aug 2025
  • Implementation of automated tests and performance indicators through intelligent automation with AI, LLMs and RAG.
  • Managed pre-production validation and production integration with Python test suite development and automated diagnostic reporting.
  • Configuration and administration of CI/CD pipelines.

Data Scientist - Internship

Phoenix Contact | CCOA | Nextronic

Mar 2022 - Aug 2022
  • Developed an AI computer vision system for PCB quality control.
  • Automated defect detection using Deep Learning models (YOLO, RCNN).

Software Engineer - Internship

Ines Electro Sound Industries

Aug 2021 - Sep 2021

Development of a secure 2FA API (QR Code + OTP) with Flask, PostgreSQL and Docker.

Technical Stack

AI & GenAI

LLMs RAG Agentic AI LangChain TensorFlow OpenCV Transformers

Data Engineering & EPM

Airflow Spark Talend Power BI Workday Adaptive Planning SQL Server PostgreSQL

DevOps & Cloud

Oracle OCI Docker GitLab CI Azure GCP

Programming

Python JavaScript SQL Java Flask Django

INNOVATION

Featured Projects

MoulSot
In Progress

Darija ASR Model Enhancement (MoulSotV2)

Contributing in the second version of scaling Darija speech recognition through large-scale data processing. Currently processing 300+ hours of YouTube speech data targeting 1,500 hours across Moroccan dialects (Casawiya, Chamali, Char9, Janoub, L Wast).

Whisper Fine-tuning Data Pipeline Audio Processing
View on Hugging Face
aoc2025
In Progress

💻 🎄 Advent of Code 2025

My solutions to the Advent of Code 2025 challenges. Back to AOC after a prolonged absence since AoC 2022

Algorithms Python
View Project
LLMs

Intelligent Test Scenario Automation

Designed a test automation platform using Agentic AI for intelligent scenario generation, significantly reducing test preparation time.

Agentic AI LLM RAG
Carta Worldwide Project
dell

Dell Envision Finalist (AOAI)

Academic Orientation using Artificial Intelligence. Selected as a global finalist among 100 projects in the Dell "Envision the Future" competition.

Machine Learning Python Data Analysis
View Project
aoc

💻 🎄 Advent of Code 2022

My solutions to the Advent of Code 2022 challenges. AoC is an Advent calendar of programming puzzles for a variety of skill sets and skill levels that I solved using Python. People use them as interview prep, company training, university coursework, practice problems, or to challenge each other.

Algorithms Python
View Project
E-com

Microservices E-Commerce

Full-stack distributed architecture using Docker containers for frontend, backend, and smart search services.

Docker Microservices Python MongoDB Flask React
View Code

CREDENTIALS

Certifications & Awards

IN PROGRESS

Workday Pro Adaptive Planning Integration Services

Workday • Expected 2026

Young Talent in Automation Award

Phoenix Contact • Sep 2022

End-of-Studies Internship

Steinbeis University • Aug 2022

View Certificate

CCNA Cybersecurity Ops

Cisco • Feb 2021

View Certificate

TensorFlow on Google Cloud

Google Cloud • Oct 2020

View Certificate

Data Visualization

IBM • May 2020

View Certificate

Let's Connect

Based in Casablanca, open to global remote opportunities or relocation. Reach out via email or LinkedIn.

LinkedIn