Hello, I'm
Muhammad
Erico Ricardo
Turning Data into Business Impact
Data Analyst & ML Practitioner — Building intelligent solutions from raw data at Sugar Group Companies.
UB Alumni
Turning Data into Business Impact
Data Analyst & ML Practitioner — Building intelligent solutions from raw data at Sugar Group Companies.
A results-driven professional with a strong foundation from Brawijaya University's Faculty of Informatics and advanced data science training from Hacktiv8. I specialize in transforming raw data into actionable business intelligence and automated solutions that drive efficiency and empower strategic decision-making.
Engineered intuitive dashboards in Tableau and Looker that slashed data retrieval and reporting time from 10 days to under 24 hours, providing directors and stakeholders with immediate access to critical metrics for agile decision-making.
Pioneered a centralized data system by maintaining and integrating accurate data pipelines from 3 separate companies via MySQL and DBeaver, eliminating data silos and ensuring a single source of truth.
Automated critical communication workflows using PHP, developing a WhatsApp notification system that delivers key insights to users directly, enhancing operational responsiveness.
Led cross-functional process improvement by gathering requirements and drafting Standard Operating Procedures (SOP) for Factory QC, standardizing operations and ensuring quality consistency.
My core strength lies in merging deep technical skills (Python, Machine Learning, SQL, Tableau) with strong business acumen and soft skills like Requirements Gathering and Adaptability. I am consistently driven to upgrade systems and projects to meet evolving business needs.
I am now seeking to transition into a Data Scientist role where I can fully apply my passion for building predictive models and AI solutions to create tangible business value. I am actively developing personal projects in this domain to sharpen my skills in advanced analytics and machine learning.
I am eager to bring my unique blend of analytical rigor and business-oriented thinking to a forward-thinking team.
Hands-on experience in data preprocessing, visualization, forecasting, prediction, model building, and neural networks.
Cultivated deep interest in data science through coursework in programming, mathematics, and calculus.
Honed data visualization skills using Microsoft Azure. Created a healthcare facility dashboard for Tangerang using Power BI.
I thrive in collaborative environments, finding that working together leads to more efficient outcomes.
Hacktiv8
Maribelajar.id
Microsoft
Microsoft