Professional Overview
Doris Wangu Mugah is an AI/ML Engineer and Data Scientist passionate about using technology to drive inclusive and sustainable growth. With a strong foundation in mathematics, computer science, and digital transformation, she applies data-driven insights to solve real-world challenges across business and development sectors. As a Women Techmakers Ambassador, she actively mentors and supports women pursuing careers in technology, fostering innovation and collaboration within diverse communities. Doris has experience in machine learning, cloud computing, and digital entrepreneurship, and has contributed to capacity-building programs for MSMEs and youth through Equity Group Foundation and other initiatives. She is currently advancing her expertise through a Master’s in Artificial Intelligence at the Open University of Kenya. Doris believes in the power of data, creativity, and collaboration to build a more equitable digital future for all.
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.
