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TECHNOLOGY · LANGUAGES
Python
Our primary language for data, ML and AI engineering.
How we use it
Python is the lingua franca of modern data and AI. We deliver in Python across the full stack: pandas, Polars and DuckDB for data work; scikit-learn, PyTorch and XGBoost for modelling; FastAPI and LangGraph for AI services; and uv, ruff and pytest for engineering discipline.
Highlights
Production engineering
Typed Python with uv, ruff, mypy and pytest, packaged for Docker and serverless.
ML and deep learning
scikit-learn, PyTorch, Hugging Face Transformers and PEFT for fine-tuning.
AI orchestration
LangChain, LangGraph, DSPy and Pydantic AI for reliable agentic systems.
How Idiro helps
We bring senior engineers and data scientists who have delivered on Python in production for regulated organisations. Engagements typically start with a short discovery, then move into a delivery sprint with measurable outcomes.
What we deliver
- Python platform standards and templates
- Data engineering with Polars, PySpark and dbt
- Model training, evaluation and serving
- Retrieval-augmented generation services
- Migration of legacy SAS, SPSS or VBA models to Python
Talk to one of our consultants
Tell us about your goals and we will come back with a practical view of how to get there.