My team and I took part in all of the 6/8 challenges over the period and manage to attain a ranking of top 15%.
This repository contains some of my work on these 8 challenges. Due to the breadth of topics covered, there were some challenges hosted on platform by Shopee that I did not save into my local file system, therefore, this repository does not contain the entire journey.
The list of challenges are:
- Order Brushing(Data Analytics)
- Product Detection(Did not participate)
- Algorithm Contest #01
- Title Translation(Did not participate)
- Logistic Analytics
- Sentiment Analysis
- Algorithm Contest #02
- Marketing Analytics
Code in this repository:
- Competition01_Order_Brushing.py
- Competition05_Logistic_Analytics.ipynb This was the most engaging challenge for me as there's extensive manipulation of datetime objects which are a new area for me. The challenge problem statement is: Identify all the orders that are considered late depending on the Service Level Agreements (SLA) with our Logistics Provider.
- Competition06_Sentiment_Analysis.ipynb The challenge problem statement is: Build an accurate system to understand these reviews which has a great impact on overall Shopee’s user experience.
- Competition07_Marketing_Analytics.ipynb The challenge problem statement is: Based on the data provided, you must predict whether each user will open an email sent to him/her.