AI Context & Integrations Engineer (Freelance/Contractor) - Based in NL

Overview Dataleaps is a specialized Data & AI consultancy helping enterprises design and implement production-grade AI systems. We work at the intersection of advanced engineering, governance, and business transformation.

For this assignment, you will operate as a

Freelance Consultant through Dataleaps , embedded within one of the largest cosmetic retail organizations in the Netherlands, helping scale their enterprise AI ecosystem.

Role We are looking for an

AI Context & Integrations Engineer (Freelance / Contractor)

to build the production-grade connective tissue between LLMs and enterprise systems.

Your mission is to transition AI from isolated pilots to reliable, secure, and governed workflows through advanced context engineering and deep enterprise integrations.

This is a backend-heavy engineering role focused on RAG pipelines, middleware, system orchestration, and secure data connectivity.

Key Responsibilities

Design and implement production-grade RAG pipelines, including ingestion, chunking, hybrid retrieval, and multi-stage re-ranking.

Build Python-based middleware and APIs to securely connect LLMs to enterprise databases, legacy systems, and SaaS platforms.

Transform unstructured enterprise knowledge into high-quality, retrievable context.

Implement identity-aware retrieval and IAM-based access controls.

Manage orchestration logic, state handling, and fallback strategies.

Optimize groundedness, performance, and latency through benchmarking and observability tooling.

Hands-on implementation of RAG and tool-calling frameworks (LangChain, LangGraph, Vertex AI Agent Builder).

Experience with vector databases (pgvector, Vertex AI Vector Search, hybrid search).

Strong Python backend engineering skills.

Experience with GCP, Terraform, Docker, and CI/CD.

Practical implementation of data masking, anonymization, and LLM security controls.

Enterprise-level IAM and permission model experience.

Engagement Details

Freelance / Contractor role via Dataleaps

Long-term enterprise AI transformation program

High-impact position within a leading Dutch retail brand

Hybrid setup (Amsterdam-based client environment)

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