Ridho Aryo

• Led and mentored a cross-functional data science team, overseeing end-to-end project delivery from
problem framing to deployment, while setting best practices for modeling, code quality, and ethical
data governance across the organization.
• Spearheaded strategic data initiatives by aligning machine learning and analytics roadmaps with
business objectives, driving stakeholder buy-in through executive-level storytelling and translating
complex model outputs into measurable business outcomes.

• Provide end-to-end data solutions including analysis and insight generation, web data scraping,
Excel/Google Sheets consultation, and dashboard/report development with Power BI and Tableau.

• Designed and delivered curriculum on algorithms, model development, and data preprocessing, while
mentoring students in building and deploying machine learning models. Provided hands-on training
with Python and Scikit-learn to bridge theory with practical, project-based learning.

• Analyzed complex datasets to uncover insights, build predictive models, and develop recommendation
systems, while translating results into clear dashboards in Power BI. Collaborated across teams to drive
data-driven strategies, continuously upskilling in emerging tools and ensuring ethical data use.
• Developed a forecasting solution with ARIMAX, reducing costs up to 48% and improved overall
forecasting accuracy by >50%, while maintaining inventory levels consistently within the optimal range.

• Designed and delivered educational materials on machine learning, statistics, and programming
(Python, SQL), while mentoring learners through projects, providing technical support, and ensuring
content met industry standards.
• Designed and delivered courses on Python, SQL, and Machine Learning, mentoring students through
projects and ensuring industry relevance, while maintaining a passing rate above 80% within 3 months.

• Led financial reporting and analysis to support strategic decisions, gaining strong experience in
data-driven business planning.