👋 Bonjour, I’m Muhammad (MU) — a Data & AI professional with 15 years of cross-industry experience helping organizations transform data into intelligent systems. Based in Berlin, Germany, I bridge strategy, architecture, and implementation — combining leadership and deep technical expertise to deliver measurable business value.
- AI & Data Strategy — translating complex business challenges into actionable AI roadmaps, enterprise data architectures, and high-impact AI solutions.
- Data Engineering & Architecture — designing scalable, cloud-native platforms, robust pipelines, and governed data ecosystems to unlock strategic value.
- Machine Learning & AI Systems — building domain-specific ML and LLM-powered products, including retrieval-augmented AI assistants, from concept to deployment.
- MLOps & LLMOps — creating automated, reliable workflows for model lifecycle management, monitoring, and performance optimization across cloud environments.
- Product-Centric AI Delivery — turning AI and data capabilities into tangible business outcomes through end-to-end product design and implementation.
- AI & ML Platforms — architecting and overseeing scalable ML and LLM systems, including retrieval-augmented and domain-specific AI solutions.
- Data & Cloud Architecture — designing enterprise data platforms, pipelines, and cloud-native systems across AWS, GCP, and Azure.
- Product-Centric Delivery — leading AI/data initiatives from prototype to production, including system migrations, operational scaling, and end-to-end solution delivery.
- Integration & Services — guiding API design, service orchestration, and infrastructure automation.
- Leadership & Strategy — managing teams and stakeholders to translate AI and data capabilities into measurable business impact.
I partner with startups, enterprises, and innovation teams to design and deliver production-ready AI solutions. Reach me out here
- 📩 Email: muhammad (dot) ahsan (at) gmail (dot) com
- 🔗 LinkedIn: linkedin.com/in/muhammad-ahsan
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