Case studies

We don't talk about technologies. We talk about problems solved and metrics improved.

SaaS B2B
BackendCloud

B2B management platform for remote teams

The problem

Startup with 3k active users whose monolithic architecture could not sustain projected growth. Response times > 8 seconds at peak hours.

The solution

Progressive migration to microservices with FastAPI. Cache implementation with Redis and separation of the async jobs layer with Celery.

Result

Response time reduced from 8s to 280ms. Capacity to support 50k users without additional infrastructure changes.

Stack

PythonFastAPIPostgreSQLRedisAWSDocker
E-commerce
BackendFrontendCloud

Fashion e-commerce with 200k SKUs

The problem

Legacy PHP platform with load times > 4 seconds and architecture that did not allow marketplace integrations.

The solution

Complete backend redesign in Django + Next.js for the frontend. Unified API for web, mobile app and external marketplaces.

Result

Core Web Vitals in the green. Integration with 4 marketplaces. Load time < 1.2s. 35% increase in conversion.

Stack

DjangoNext.jsTypeScriptPostgreSQLGCP
Fintech
Backend

B2B recurring payment system

The problem

Fintech startup that needed to process recurring payments with high reliability, regulatory compliance and automatic reconciliation.

The solution

Event-driven architecture with Django + Celery. Integration with payment gateways, retry system and reconciliation dashboard.

Result

99.97% uptime. Processing $2M+ monthly. Client onboarding time reduced from 2 weeks to 2 days.

Stack

PythonDjangoCeleryPostgreSQLRedisAWS
Analytics
BackendFrontendCloud

Real-time analytics dashboard

The problem

Retail company with data scattered across 6 different systems. No unified visibility of sales, inventory and customer behavior.

The solution

Data pipeline with Python + Airflow, data warehouse in BigQuery and interactive dashboard with React + recharts.

Result

Data access time reduced from days to minutes. 12 key metrics unified. 100% adoption by executive team in the first week.

Stack

PythonReactBigQueryAirflowGCP

Does your project look like any of these?

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