Explore a selection of real-world projects where I applied core business analysis skills—from requirements gathering and stakeholder engagement to solution design and performance evaluation. Each case reflects my ability to define SMART objectives, understand user needs, and deliver measurable results through data-driven problem-solving.
Across these real-world projects, I also demonstrated my ability to gather, analyze, and interpret data to support strategic decision-making. Whether working with small businesses or larger operational teams, I applied a variety of techniques—benchmarking, stakeholder analysis, and performance metrics—to deliver results that matter.
To respect privacy and confidentiality, the actual names of organizations involved have been omitted or anonymized.
While many of the projects presented here achieved their stated objectives, not every joint or solo effort yielded the desired results. In line with BABOK’s emphasis on continuous improvement, I treat each initiative as a learning opportunity. When a project direction was reconsidered or discarded, I conducted a lessons learned review to document key takeaways—what worked, what didn’t, and how my approach has improved as a result. These reflections reinforce my commitment to professional growth and adaptive thinking in my everyday practice.