Tiffany Ng
Data Analyst / Musician
Education
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Master of Analytics with Distinction
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Bachelor of Science (Informatics)
Skills
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Data Analytics
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Database Modelling & Programming
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Data Preprocessing & Visualisation
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Categorical Data Analysis
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Multivariate Analysis
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Time Series Analysis
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Big Data Processing
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Machine Learning
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Marketing
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Consumer Behaviour & Trends
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Brand Management
ABOUT ME
Hello! My name is Tiffany Ng. I have a passion for applying data analytics and marketing (consumer behaviour) together to help solve challenging and important problems. I have analysed data relating to business, environment, socio-economic, and health topics. Applying techniques, such as fitting statistical models, making predictions/forecasting, and creating interactive visualisations for storytelling.
From my studies in informatics, I developed a medium-scale web application using the MEAN stack architecture; designing a digital, UI prototype and conducting usability tests and evaluations with eye-tracking data. I also learnt about information security/risk, and privacy mangement.
I hope that I can help improve business strategies and customer experiences.
2048 Solver Using Dijkstra's Algorithm
Dijkstra's algorithm was applied to the 2048 game by attempting to calculate the maximum score for each move given a certain depth.
Patterns in average and maximum propagations were analysed: consistency, mean and standard deviation.