Project & Product
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Methodology
Designing AI Around Sources, Decisions, and Control
A publishing review shows how I keep AI answers tied to sources, human decisions, and work that can move between tools.
Project & Product
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Methodology
Debugging a Persistent MQTT Agent Failure in an Embedded IoT System
An MQTT reconnect bug looked like a network failure. Following timing, retries, and Agent state exposed the real culprit: hidden resource exhaustion.
Project & Product
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Methodology
Cost Optimization & Efficiency Improvement
Led operational restructuring across facilities and infrastructure environments to reduce costs without affecting service delivery.
Project & Product
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Project management
Managing a team of students, as a student!
Managing a team in general is relatively hard and requires theoretical and practical experience, so what about managing a team of a still developing students?
Project & Product
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Product management
Lean Portfolio Management: Turning Strategy into Value
To stay competitive, organizations invest heavily in Agile and digital transformations. But scaling Agile across the enterprise is not just about having Agile teams—it’s about aligning strategy with execution and ensuring that every investment delivers measurable value. This is where Lean Portfolio Management (LPM) comes in.
Project & Product
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Methodology
How Quality Management Transforms Sales Performance in Medical Tourism
Practical insights from managing sales, training, and quality standards in an international clinic environment.
