Oppora.ai

Oppora.ai is an AI sales-automation platform: outbound campaigns researched, personalized, and executed with AI doing the heavy lifting. I built its backend on a foundation of Django, FastAPI, PostgreSQL, Redis, and Celery — the kind of maintainable, production-ready architecture that holds up once real customers and real volume arrive.

Automation as a system, not a script

The product is a set of intelligent automation workflows — research, enrichment, content generation, and assisted execution — modelled as explicit stages rather than one brittle prompt. Background work runs on Celery task queues so the API stays responsive while the slow, AI-heavy steps happen out of band.

Multi-model LLM integrations

The AI layer integrates multiple LLM providers so model choice becomes a routing decision per task — quality, cost, and failure handling stay tunable independently. Orchestration is chained with LangChain and LangGraph, with structured output parsing keeping model responses reliable enough to act on downstream.