Permify SPA · Jan 2024 - Mar 2024
WhatsApp Intake Bot with Automated Reporting Pipeline
FullStack solution combining conversational data capture and Django backend processing for faster, more consistent reporting.
- More consistent data intake
- Automated report generation
Challenge
Incoming information arrived in inconsistent formats, and report consolidation depended on repetitive manual work.
Solution
I built a conversational WhatsApp flow to collect structured inputs and a Django backend to process, store, and transform data into automated reports.
Key Technical Decisions
- Defined conversation-level validations to minimize input errors.
- Added backend normalization before report generation.
- Tuned database queries to maintain stable response times.
Outcome
The workflow evolved from scattered manual capture to a repeatable pipeline with automatic reporting outputs, improving visibility and analysis speed.