Custom Analytical Tool
IT
Overview
An web app with role based access allowing mid users to make dashboards on their own or use pre defined templates. Generating better insights for their peers is one of the prominent need of stakeholders. Here we developed an end-to-end software which can take any database source & generate a pipeline to generate KPIs for our dashboards.
Technology
- Big data analytics
- Cluster computation
- scala
- node js
- react js
Technology
- Python
Key Technical Challenges:
- Working on creating a dynamic pipeline for any selection done by the user.
- Generating effective KPIs using ML models & implementing big data strategies based on database
- Implementing custom ML models for user’s prediction tasks based on data given.
Business + Technical Points:
- Creative design, easy UI & dynamically changing canvas based on requirements
- Instant recovery of data for KPI building
Result:
- We were able to implement such a high end system with good enough performance.
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