Audit System

What is a Audit System?

Audit System was a platform to make sure all the centers operate per the standards by auditing the centers by independent & internal auditors against the questionnaire. This was to identify gaps and fill the gaps by re-skilling. It included a react-based site for dashboards and admins, react-native Auditors’ App, and APIs using java & spring-boot.

My Contributions

• Reduced web page load time by ~20% & improved TTI by ~15% by re-writing the entire web app with lazy loading, windowing, and other optimizations (React, Typescript & Node).
• Reduced rendering lag and page freeze for pages with a large no of input nodes (~12.5K) by implementing a custom input field with lazy-synchronization of state (React, Typescript).
• Improved user’s task completion speed by ~15% by redesigning user functionality and workflow. (Calculated based on A/B testing of task completion speed)

Other POCs:

• Automated Video Auditing with Tensorflow (in browser & electron-based desktop app) - Analyze out of frame
• Developed a Web platform for automated Video-based auditing.
  • Sound profiles
  • In browser implementation for search, filtering.
  • video-synced (time series based) multiple answer support.
• Automatic Training/Re-skilling Assignment.
  • Rule-engine
  • Rating Trend Analysis
  • Recommender system (Collaborative Filtering).
• Smart Scheduler: Schedules tasks based on the trend of past completion scores & rules.

FAQs

Biggest Problem that you solved in the projects

• Performance optimization of the pages using lazy loading, windowing and other optimization while re-writing the entire application from scratch.

What did you learnt new?

• The idea of using jump-boxes for extra level of security, even for sandbox environments.