Backend
Golang
Frontend
ReactJS (ChartJS & D3.js for visualizations)
Business Logic
Python
Helped a large pharmaceutical company to extract insight from data and improve performance using Augmented Analytics
Augmented Analytics for Sales & Operational Planning (S&OP) for a Pharma Company
Use of speech-to-text and Natural Language Processing technologies to:
- Generate SQL query from text input
- Auto-suggest visualizations from the generated SQL query & save them to dashboards
- Filter data in the dashboards using speech input
- Trigger and visualize machine learning models using voice-driven NLP
A data preparation layer that helps users to:
- Select tables & required fields for future visualizations
- Generate calculated fields from columns
- Map fields to compatible data types for ML model generation
- Map table & column names to speech-friendly synonyms
A data preparation layer that helps users to:
- Map table & column names to speech-friendly synonyms
- Assign action items to users
- Link meetings and action items with visualizations in the dashboard
Database
PostgreSQL
Orchestration & Scheduling
Airflow
Deployment
Docker, AWS
The Augmented Analytics solution eased the process of visualization and business insight generation time by cutting down development time by more than 70%, and empowered business users and SMEs to generate key dashboards with simple voice input.
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If you’re looking to take your business to the next level with data science, we invite you to contact us today to schedule a consultation. Our team will work with you to assess your current data landscape and develop a customized solution that will help you gain valuable insights and drive growth.