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Niklas M.

M L Ops · Senior-level

Available profile

Professional Overview

Proactive, self-responsible and and solutions-driven Tech Lead and Software Engineer with extensive experience in developing scalable systems for e-commerce applications handling millions of real-time user events. Currently leading a cross-functional team at early-stage startup, driving architectural design and decision-making to onboard new clients and deliver high-impact business solutions. Skilled in software engineering, microservice architectures, and MLOps, with a strong focus on streamlining development processes, enhancing collaboration, and adding business value through innovative, scalable technologies.

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

MLOps & AI Infrastructure

Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.

AI Product & Strategy

Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.

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