• Optimized the data ingestion/processing pipeline• Worked on our custom web-based annotation tool infrastructure• Worked on enhancing labeling efficiency through multiple approaches• Made multiple utility tools that help with visualisation, analysis and processing datasets/studies• Made custom analysis protocols on multiple datasets/studies

• Developed a ’Data-Split’ tool to split data into training, validation & testing sets• Worked on the central database cleanup

Continuous Analysis of Many CAMeras (CAM2) programPart of a two-member team which had the following responsibilities:Researched for the optimal Big Data framework for a cross-cluster maintainable back-end Developed the back-end based on Apache Spark using Python API and Initialized the clusterDeveloped a REST API that calls the Spark backend to start a job using Flask and Python Tested and wrote the documentation for the whole system