Understand the business flow
Mapped how sales orders, internal orders, purchasing, production, delivery, invoices, and payments connect.
I am a problem solver driven by curiosity. This portfolio is a living record of how I explore problems, build workflows, develop tools, and grow my skills through real projects, data, and AI-assisted experimentation.
Analytical Systems Builder
Years in Operations
Odoo & SAP Process Context
Dashboards, Reporting & Review Logic
A focused case study showing how I connect business process, ERP data, reporting logic, and AI-assisted development into practical review views.
Odoo | ERP analytics case
A case study of how I turned scattered ERP transactions into practical review views.
In this project, I mapped how sales, purchasing, production, delivery, invoicing, and payment data connect in Odoo. Then I reviewed the business logic behind the data and built dashboard views that help teams see order status, issues, insights, and follow-up points more clearly.
View full Odoo case studyPublic-safe case study, built from real ERP analytics work.
Mapped how sales orders, internal orders, purchasing, production, delivery, invoices, and payments connect.
Reviewed ERP fields, statuses, references, and unusual cases before turning them into report logic.
Built dashboard views that help teams review order progress, profitability signals, issues, and follow-up points.
Each role shaped a different layer of how I understand problems: cost control, profitability, operations, manufacturing reality, ERP migration, and business review.
Expert Staff / VP Operations Support & ERP Analytics
Worked closely with VP Operations during ERP migration and post-migration stabilization. My role focused on understanding how sales, purchasing, production, delivery, invoicing, and payment data moved through Odoo, then turning that understanding into review logic, dashboards, and practical follow-up views for operations and management.
Project / Business Operations
Joined the business-building stage of a manufacturing and engineering services company. The work exposed me to workshop setup, operations, finance, manpower, customer coordination, and the practical reality behind manufacturing, fabrication, machining, pump services, and project delivery.
Service Profitability & Business Control
Focused on profitability review, pricing coordination, vendor cost movement, and business-control reporting for service operations. This role helped me connect operational decisions with commercial impact and management review.
Cost Control Analyst
Built my foundation in cost control, service-operation monitoring, dashboard reporting, and inventory governance. This is where I started learning how business problems appear inside numbers, contracts, stock movement, cost allocation, and operational workflows.
A practical skill set that moves from understanding business context to structuring data, reviewing logic, and building useful outputs.
I start by understanding how work actually moves through ERP, operations, approvals, and reporting. This prevents the solution from becoming only a tool exercise.
I start with the mess first, then turn it into something people can actually use.
I usually do not start with tools. I start by understanding the mess first, then I turn it into something people can actually use.
Most real problems arrive as confusion, pressure, repeated work, and missing visibility.
I try to find whether the issue is process, data, logic, perspective, or an unclear question.
The goal is something people can understand, trust, review, and use.
A visual map of how my skills developed from engineering foundations into business systems, ERP analytics, and AI-assisted execution.
The curve is a visual metaphor. It shows relative skill development and maturity, not a measurable score.
Homepage flow reordered so the Odoo flagship project appears directly after the hero as the main proof point.
Odoo case study ending simplified by removing the redundant dashboard modules section and keeping the flow focused on output evidence, review signals, and business value.
Homepage and Odoo case study wording aligned around practical review views, ERP data logic, dashboard signals, and follow-up.