Omar Rachidi Lalaoui

I am a Senior AI Engineer / Solution Architect, specializing in the production deployment of GenAI solutions (LLM, RAG, agentic systems) in enterprise and regulated environments, particularly in banking/finance.

I support your teams end-to-end to move from POC to production: needs assessment, architecture choices, integration into IS, industrialization (LLMOps/MLOps), latency/cost optimization, security, traceability, testing, and monitoring. My goal: to deliver reliable, scalable, and usable solutions, not just demos.

What sets me apart:

An engineering product approach (quality, performance, maintainability, operation)

Strong ease of working in multi-stakeholder contexts (business, data, engineering, security, infra)

Expertise in advanced use cases: Agentic RAG, tool/function calling, multi-agent workflows, multimodal (text + image/video)

Typical projects & deliverables:

Business assistants / RAG & Agentic RAG chatbots (sources, guardrails, evaluation)

GenAI APIs and IS integration (FastAPI, event-driven architectures, data platforms)

LLMOps / AI Governance platforms: evaluation, monitoring, CI/CD, guardrails, auditability

GenAI-assisted application modernization: documentation, testing, refactoring/migration

Stack: Python, PyTorch, Transformers, FastAPI, LangChain/LangGraph, vLLM, FAISS, Kubernetes/OpenShift, Docker, Kafka, PostgreSQL, Linux, Git/CI-CD, model APIs (Mistral, OpenAI, Claude).

If you share your context and constraints, I can quickly propose a target architecture and a delivery plan (quick wins + industrialization).