AI systems engineer · Sousse, Tunisia

Ahmed Achour.

I build systems for university scheduling, entity resolution, and intelligence monitoring, turning complex information into useful software.

Currently at A Cubic.

Ahmed Achour
Sousse, Tunisia

A few things I’ve built

Selected projects

Carthalgo

University timetabling

A reinforcement-learning scheduler that brings rooms, instructors, student groups, and scheduling rules into one university timetable.

Solving the full week together while respecting hard scheduling constraints.
PythonReinforcement learningConstraint optimisation
Explore Carthalgo

System sketch · illustrative

One schedule. Interdependent constraints.

Richouty

Event intelligence & attendee due diligence

A B2B event intelligence platform that verifies attendees across eleven OSINT sources and screens them against 1.5 million sanctions and watchlist entries.

Identity, evidence and risk are scored separately; every sanctions hit goes to human review.
PythonNeo4jOpenSanctionsAWSReact
Explore Richouty

System sketch · illustrative

ENTITYSource ASource BSource CSource D

Connected information, with a source behind every relationship.

Skoly

Causal AI for pharmacogenomics

A drug-repurposing engine that harmonizes four scientific databases and verifies generated relationships before they enter the graph.

Only relationships that pass verification reach the graph, with provenance attached.
Neo4jPythonRDocker
Explore Skoly

System sketch · illustrative

Scientific databases01
Shared identifiers02
Deterministic verification03
Graph + provenance04

Generated candidates pass through explicit verification gates.

More engineering work

Personalized intelligence newsletters

LLM-powered monitoring of strategic and regulatory signals.

Reusable scraper infrastructure

A shared foundation for scraping, observability, and proxy management.

Historical document processing

OCR and preprocessing for 19th-century documents.

Language & retrieval projects

Book question answering and hotel-name normalization.

Experience

From model development to production systems

Since 2025

A Cubic AI Systems Engineer

Contract · part-time

University scheduling, attendee due diligence, and scientific verification systems across Carthalgo, Richouty, and Skoly.

Previous role

Linguamind AI Systems Engineer

Full-time

LLM intelligence systems, reusable scraping infrastructure, and automated newsletter workflows.

2023 to 2024

Quicktext Machine Learning Engineer

Classification, model evaluation, fine-tuning contributions, and retrieval-augmented generation.

Earlier: software testing at Dräxlmaier (2022 to 2023), and computer vision at ENOVA Robotics (2021 to 2022).

Tools I work with

AI & knowledge systems

PyTorch, LangGraph, RAG, Neo4j, Cypher

Data & backend

Python, SQL, FastAPI, PostgreSQL, Scrapy

Infrastructure & delivery

AWS, Docker, Terraform, Grafana, Loki

Say hello.

Have a project in mind, an interesting role, or something you’d like to discuss? I’d be happy to hear from you.

Email me