Retrieval at Scale
Retrieval + reranking across 40k+ internal docs.
2025AI @ ODOO — BRUSSELS
QUIET — PRESS : OR CTRL+K FOR THE HELM · OR JUST SCROLL ↓
FEELING BORED? TAKE A RIDE —
01 — SELECTED WORK
Work
001 002 Agent Tooling
MCP server fleet wiring agents into ERP workflows.
2025003 ACPC Notebook
The competitive-programming templates behind the finals run.
2023
02 — EXPERIENCE & SKILLS
Experience
2024 — now
AI Software Engineer, Odoo
Building agents, MCP servers and retrieval systems for ERP workflows, Brussels.
2019 — 2023
Algorithms Educator
Taught algorithmic problem-solving to thousands of students.
2022
ACPC Finalist
Egyptian Collegiate Programming Contest — national finals.
PythonTypeScriptLLM AgentsRAGMCPPostgreSQLDockerReact
03 — ABOUT
About
Egypt → Belgium. ACPC finalist, taught algorithms to thousands, now building AI agents at Odoo — agents, MCP servers, and the retrieval systems underneath them.
ACPC FINALISTEDUCATORBRUSSELS
04 — YOUTUBE
Teaching, on camera
Some of the algorithms sessions live here too.
VIDEO THUMBNAIL Dynamic Programming, from first principles
24:10
VIDEO THUMBNAIL Building a RAG pipeline that doesn't hallucinate
18:42
VIDEO THUMBNAIL ACPC finals: solving under pressure
31:05
05 — CONTACT
Let's talk.
✦ OFF THE MAIN ROAD
Off-route
A few detours off the main road — longer-form writing, and the story behind the résumé.