We build complex end-to-end web solutions

from celery import shared_task
from django.cache import cache
@shared_task
def process_dataset(dataset_id: int) -> dict:
    # Fetch & transform at scale
    key = f"dataset:{dataset_id}:result"
    if cached := cache.get(key):
        return cached
    result = run_pipeline(dataset_id)
    cache.set(key, result, 3600)
    return result