Professional
Gaming Analytics
Featured
Replay Parser and Feature Extractor for Heroes of the Storm
Software Developer
5 months
Developed a professional-grade tool for parsing and extracting insightful features from Heroes of the Storm replay files. The tool was tailored for professional use and created in collaboration with an e-sports league to support analytics and strategic decision-making.
Key Responsibilities
- Planned and implemented the program's logic using agile development methodologies, ensuring iterative development and flexibility.
- Built, populated, and maintained the database structure to efficiently store and retrieve extracted features.
- Collaborated with the e-sports league to identify key features for extraction that would aid professional players and analysts.
- Devised robust data-handling mechanisms to deal with missing, incomplete, or false data in replay files.
- Analyzed replay file formats and documented parsing logic to ensure accuracy in feature extraction.
Technology Stack
Python
SQLAlchemy
pandas
numpy
heroprotocol
Tags
#professional
#data-engineering