As I created unforgettable experiences for patrons at THEXCHANGE, I discovered overproduction in the kitchen. Using data and insights, I developed a strategy to curb overproduction. This became the cornerstone of my journey into data analysis.
During this time, I conducted in-depth research and learned to use different techniques for analyzing nominal data and ordinal data. For example, I discovered that analyzing nominal data can reveal hidden patterns in customer preferences, while analyzing ordinal data can uncover subtle trends in user satisfaction. This insights help businesses make data-driven decisions.
At Humble Food, I put my on my detective hat to tackle cost control. By analyzing the data from financial statements, I identified inconsistencies. I discovered that cooks were using inaccurate scoop measurements, leading to overspending. This experience further deepened my journey into data analysis, highlighting the power of data in driving operational efficiency.
I founded Ayam Masak Merah Permaisuri and utilized data to uncover untapped opportunities in the opening hours for F&B in Kelana Jaya. By analyzing customer foot traffic and sales patterns, I discovered peak times that were previously overlooked. Adjusting opening hours accordingly resulted a boost in customer engagement and revenue. This experience underscored the impact of data analysis in my life and I decided to go all in.
I decided to fully immerse myself in data science. I took courses, studied hard, and persevered through the challenges of learning to code, which did not come easily to me. Despite the struggles, I kept my head down, laid all my cards on the table, and went all in. This commitment marked my successful transition into a data science professional
In this new chapter of my journey, I am exploring a career where I can leverage data to drive business growth. With a growing interest in digital marketing, I have enrolled in a course through the Singapore International Foundation and am undergoing a program by Mereka. This path allows me to blend my data analysis skills with cutting-edge marketing strategies, opening up exciting opportunities for the future.