Ahsan is a senior data & AI engineering leader with 15+ years driving high‑velocity delivery across machine learning, data engineering, and MLOps in energy, telecom, healthcare, eCommerce, mobility, finance, and marketing intelligence. PMP-certified with solid experience of building and leading multiple cross-functional teams of up to 10 engineers and data scientists, delivering production-grade ML platforms, forecasting systems, and data architectures using AWS, GCP, Kubernetes, and Terraform. Known for systems thinking, operational discipline, and value-driven leadership, consistently transforming ambiguous environments into scalable, high-throughput delivery engines.
- Leadership & Strategy — aligning teams and stakeholders to ensure AI and data initiatives deliver clear, measurable business value.
- Product Delivery — driving AI and data products from prototype to production, including migrations, scaling, and operational readiness.
- AI & ML Platforms — architecting and delivering scalable ML and LLM systems, including RAG pipelines and domain-specific AI solutions.
- Data & Cloud Architecture — building enterprise data platforms, pipelines, and cloud-native systems across AWS, GCP, and Azure.
- MLOps & LLMOps — implementing automated, reliable workflows for model deployment, monitoring, and performance optimization.
- Systems Integration — leading API design, service orchestration, and infrastructure automation.
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
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