Trending Items Prediction for Fashion Apparels
Discovering traits that make products go viral with H&M sales data
Supporting stakeholders in understanding what attributes affect trending.
Trending Items Prediction for Fashion Apparels
Industry Challenge with Arc'teryx
Collaborated with web developers through ideating, hypothesizing, and developing a digital solution MVP for Arc'teryx in a 24-hour hackathon. Created a data visualization tool that supports users in decision-making.
Vessel Trip Extraction with Satellite AIS Data
Development of the processes to extract vessel trips from raw AIS data, transforming vessel positioning data into trip-based vessel trajectories for predictive analytics.
Campaign Data Analytics
in SQL and Tableau
Analyzed historical campaign dataset from a crowd funding platform. Suggested an optimized amount for the campaign goal for a board game company, and estimated the number of backers needed to achieve the goal.
E-commerce Data Analytics in SQL and Tableau
Data exploration of Olist E-commerce dataset in SQL and dashboard creation in Tableau
Retail Data Analytics
in R
Retail category analytics in chips (snack foods). Analyzed customer segments on household and spending type. Conducted uplift testing to validate the success of trial store sales with new layouts.
Gaming Data Exploration
in R
EDA on PUBG gaming dataset. Identified the correlations between player wins and other playing stats. Analysis results written in R markdown as a notebook on Kaggle.