Developed and maintained scalable data pipelines in Python, integrating GitHub workflows and deploying ML models to Amazon SageMaker via CLI. Built and fine-tuned computer vision models (e.g., Detectron) for image classification and object detection. Designed and deployed an analysis pipeline that processes videos/images and returns predictions via integrated model and frontend APIs. Conducted exploratory data analysis using Pandas and NumPy, collaborating with subject matter experts to extract insights. Created interactive dashboards with Dash and Chart.js for clear communication. Additionally, contributed as a full-stack developer, building scalable web and mobile features using Next.js, React, React Native, and Node.js, ensuring high code quality with unit and integration tests.

Developed and implemented data analysis strategies to optimize statistical quality and efficiency, using Python and MySQL. Analyzed complex data sets to identify patterns and trends, providing actionable insights to stakeholders. Acquired data from primary sources and identified new opportunities for process improvement.