AI, Machine Learning & Data Pipelines
Python is the default language for AI and machine learning. Model training, data preprocessing, inference APIs, and integration with OpenAI, Hugging Face, and custom models. If your project involves AI, Python is almost certainly part of the stack.
We build production AI services, not just Jupyter notebook prototypes. FastAPI or Flask serving model predictions behind a REST API. Queue-based processing for heavy workloads. Monitoring and logging so you know when the model drifts or fails.
Data pipelines that clean, transform, and load data from multiple sources. Pandas, Polars, or PySpark depending on scale. Scheduled jobs, error handling, and retry logic built in. The unglamorous plumbing that makes AI actually work in production.



