Backend-Focused Machine Learning Engineer with 3+ years of experience designing Python-based applications, automating data pipelines, and building real-time dashboards. Skilled in backend systems architecture, CI/CD practices, and SDLC workflows. Ex- perienced with TDD/unit testing, REST API development, and deploying intelligent services across cloud environments. Strong communication and collaboration skills gained from Agile and cross-functional team projects in public health, agriculture, and enterprise systems