AI / ML ENGINEER

Open to opportunities

Artificial intelligence, engineered to hold up in production.

I design intelligent pipelines, multi-agent architectures and predictive models shipped to production, translating real business needs into concrete AI solutions.

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Certifications

RAG · retrievalLangGraph · agentqdrant://prodfastapi:8000 ✓

ibrahim@ai-prod · ~/agents/aris

LIVE

REQUESTS / S

LATENCY P95

214ms

ACTIVE AGENTS

DOCS INDEXED

8.4k

graph.reasoning

ARCH · INGESTION-AGENTS-MEMORY-RESPONSE

iteration 419

00:00:00INFspawn agent · researcher-01

00:00:00OKqdrant://prod connected · 2.4M vectors

00:00:00REQPOST /v1/embed · 1,536 tokens

00:00:00INFretrieval · qdrant · score=0.91

00:00:00OKreranked 18 docs · top-k=6

00:00:00REQPOST /v1/query · context=8k

00:00:00OKgraph-constrained reasoning · 3 hops

00:00:00INFagent.route · classifier → extractor

qdrant://prodbuild v1.4.2fastapi:8000 ✓00:00

EXPERTISE

Expertise & technologies

Languages & frameworks

/ 06

PythonJavaScriptDjangoDjango REST FrameworkFastAPINext.js

Generative AI & agents

/ 06

LangGraphLangChainLangFuseCrewAIRAGSystèmes multi-agents

ML & data science

/ 05

NumPyPandasscikit-learnHugging FaceTensorFlow

Data & infra

/ 04

PostgreSQLRedisMongoDBQdrant

MethodsAgile / Scrum · Analyse des besoins métier

// STACK_ACTIVE

live

Stack in motion

tools_in_motion = 12updated continuously

PROJECTS

Selected projects

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Conversational AI & RAG · 202601

ARIS

Constrained

REASONING

Semantic

Traceable

ANSWER

A chatbot that answers with the institute's own publications, researchers and patents — never at random.

Graph-constrained reasoning to avoid hallucinations
Semantic search over the institute's research ontology
Answers traceable back to their sources

PythonLangGraphLangChainQdrant

Open case study

ERP & workflow engine · 202602

E-OPS

Modular

ARCHITECTURE

AML/CFT

COMPLIANCE

Single

HISTORY

A modular ERP that digitizes company procedures, from AML/CFT compliance to procurement.

Orchestration engine shared across every business module
Opt-in modules: HR, finance, procurement, document management
One auditable history, built for AML/CFT compliance

PythonDjangoDjango REST FrameworkPostgreSQL

Visit site Open case study

METHOD

How I build

Turning an uncertain business need into an AI system teams can deploy, measure and evolve.

Artificial intelligence, engineered to hold up in production.

Expertise & technologies

Selected projects

ARIS

E-OPS

How I build

Start from the business need

Design with the right, reliable tools

Ship to production