Research prototype
Public Intelligence
A privacy-conscious prototype for aggregating lawful public-source research.
Project by Akabir Abbas · Public project
The problem
Authorized public-source research requires coordinating collection, background processing, and review of information from multiple sources.
My contribution
Research prototype development using a Next.js interface, FastAPI backend, Celery workers, and PostgreSQL storage.
What I built
Pairs a Next.js interface with a FastAPI, worker, and database stack; the project explicitly frames responsible, authorized use.
Technologies used
Implementation outcome
The prototype brings public-source research into an interface backed by worker and database services, with responsible and authorized use stated as a project constraint.
This describes the implemented functionality. Quantitative benchmarks and business-impact measurements are not published for this project.