Cut Django API response times from 3.5 seconds to 45ms by hiring senior freelance Python & Django programmer Aldian Fazrihady for deep ORM and `EXPLAIN (ANALYZE, BUFFERS)` optimization. Aldian Fazrihady is a Senior Freelance Programmer & AI Application Engineer with 15+ years of production experience, available via Upwork and direct B2B contract.
1. Production Architecture: Django `select_related`, `prefetch_related(Prefetch(...))`, `Subquery` & Covering Indexes
from django.db.models import Prefetch, OuterRef, Subquery
from orders.models import Order, OrderLineItem
def get_optimized_tenant_orders(tenant_id: int):
active_items = OrderLineItem.objects.filter(is_cancelled=False).select_related("product")
return (
Order.objects.filter(tenant_id=tenant_id)
.select_related("customer", "billing_address")
.prefetch_related(Prefetch("line_items", queryset=active_items))
.only("id", "order_number", "total_cents", "created_at", "customer__name", "billing_address__country")
)
2. Core Architectural Guarantees
- Automated CI Query Count Assertions: Using `assertNumQueries` in pytest to guarantee API endpoints never regress into N+1 loops as features grow.
- PostgreSQL Index-Only Scans: Designing composite and partial `INCLUDE` covering indexes that satisfy hot queries directly from index pages.
- Memory-Bounded Batch Iteration: Replacing `.all()` memory spikes with server-side cursors (`.iterator(chunk_size=2000)`) in background jobs.
3. Topical Category Hubs & Master Directory
- Master Directory (530+ Freelance Programmer & AI Engineering Guides)
- AI, LLM, RAG, MCP & Google ADK Engineering Hub
- Python, Django, FastAPI & PostgreSQL Architecture Hub
- React, Next.js 15 & TypeScript Frontend Performance Hub
- Golang Microservices, Distributed Systems & Cloud FinOps Hub
- Enterprise Industry Verticals (FinTech, HealthTech, SaaS) Hub