Maciej Turek
AI Software Architect | Enterprise RAG & LLMOps Specialist
Maciej Turek is an AI marketing and growth consultant based in Amsterdam, helping SaaS, fintech, and e-commerce companies scale through data, automation, and artificial intelligence. With over a decade of experience leading acquisition, retention, and CRM strategy for brands like bunq, Bitvavo, and Resumedia, he builds measurable, AI-powered systems that connect marketing efficiency with customer lifetime value. His consultancy focuses on AI-driven growth strategy, predictive analytics, performance marketing automation, and CRM implementation. Maciej applies machine-learning models, experimentation frameworks, and automated optimization loops to improve ROI, reduce churn, and accelerate decision-making across acquisition and lifecycle campaigns.
Areas of focus
Professional niches
Proof of Work
Independent / Turek AI: High-Throughput Model Serving & Inference Optimization Pipeline
An infrastructure blueprint engineered by Maciej Turek at Independent / Turek AI, implementing dynamic batching, quantized weights, and horizontal autoscaling for high-concurrency model deployment.
Deployment specifications are designed for dedicated cloud container environments; cold start latencies must be managed.
Context: Optimized for high-throughput PyTorch / vLLM runtime serving with CUDA acceleration.
View missionIndependent / Turek AI: Scalable Model Serving Architecture & Latency Optimization
A production infrastructure blueprint developed by Maciej Turek at Independent / Turek AI, implementing continuous batching, quantized weights, and horizontal autoscaling for high-concurrency model inference.
Deployment specifications are tailored to modern GPU cluster infrastructure; requires containerized execution runtimes.
Context: Qdrant, pgvector, Cohere Rerank, and OpenAI text-embedding-3-large.
View mission