/5.9

Python Development

Python for data, automation, and backend systems

Python development for data pipelines, machine learning, automation scripts, and API backends. Django, FastAPI, pandas, and the ML ecosystem. Production-grade Python, not notebook prototypes.

Why Python

01

The ML ecosystem lives here

PyTorch, scikit-learn, Hugging Face, LangChain. The most important AI/ML tools are Python-first. We write production Python that bridges the gap between research notebooks and deployed systems.

02

Data pipelines that don't break

ETL workflows, data transformations, and batch processing built with proper error handling, monitoring, and retry logic. Not scripts that silently fail at 2am.

03

FastAPI for modern backends

Async Python with automatic OpenAPI documentation, type validation with Pydantic, and performance that rivals Node.js for I/O-bound workloads. Python backends without the performance stigma.

What We Build

Machine learning pipelines

Model training, serving, and monitoring. From feature engineering to production deployment with proper versioning, A/B testing, and rollback capabilities.

Data processing and ETL

pandas, polars, and Apache Airflow for complex data workflows. Ingest, transform, and serve data at scale with comprehensive monitoring and error recovery.

API development with FastAPI

High-performance async APIs with automatic documentation, request validation, and dependency injection. The modern Python web framework for production services.

Automation and scripting

Business process automation, data migration scripts, and integration tooling. Python as the glue that connects your systems and eliminates manual work.

Tech Stack

  • Python 3.12
  • FastAPI
  • PyTorch
  • pandas
  • LangChain
  • Celery
  • Redis
  • Docker
/5.9

Need Python expertise?Let's talk scope.

filip@ipsilon.agency