A working volume · 2026
Vipindev
Systems · minds · making
K12 Techno Services Pvt. Ltd. · Dec 2018 — Sep 2020
Connecting application models directly to search
Education-technology software and a Django abstraction layer that mapped application models directly to Elasticsearch indices.
Case note · Situation
The condition
An education-technology application needed a model layer backed directly by Elasticsearch rather than a traditional database.
Scope: Application models connected to search
Case note · Contribution
What I worked on
Built user-facing web functionality and created a Django model abstraction that mapped application models to Elasticsearch indices.
Proprietary implementation details are intentionally omitted.
Case note · Result
Outcome and carry-forward
Delivered education-technology features and a data-driven application architecture using Django and Elasticsearch.
Useful abstractions can preserve familiar application patterns even when the underlying data architecture changes substantially.Return to the chronology ↗