Python automation, scraping and API integrations

Doing routine work by hand that a script could do? Copying data between systems? Pulling something off the web on schedule? I'll replace it with Python.

Typical jobs

Web scraping and monitoring

Tracking competitor prices, product availability, scraping portal data. Robust crawlers with retry, rate limiting and anti-bot evasion.

System integrations

ETL pipelines, database sync, format conversions (CSV, XML, JSON, Excel). Scheduled by cron or event-driven.

AI / LLM integrations

Hooking up Claude / OpenAI API to your data. RAG over company docs, in-app AI assistant, automated email and invoice processing.

Data processing and reporting

Pandas, NumPy, cleaning, aggregation, PDF/Excel report generation. Scheduled exports to email, Slack or a dashboard.

API clients and wrappers

Clients for third-party REST/GraphQL APIs, API-driven automation (GitHub, Slack, email services, accounting, business registries, Google Workspace).

Telegram / Discord bots

Bots for notifications, customer support, order intake or event tracking. Hosted, monitored, with logs.

How I do it differently

Nejde mi o nejkratší skript, ale o ten, co poběží i za rok. Logování, retry, type hints, čisté závislosti v requirements.txt nebo poetry.
Vždy v Dockeru. Skript běží stejně na vašem serveru, na vašem MacBooku i na cron jobu — bez „ale u mě to fungovalo".
S monitoringem. Když se něco rozbije, dozvíte se to první vy — ne až za týden, kdy se objeví podivné výpadky.

Pricing

Pro malé úlohy (do 8 hodin práce): 1500 Kč/hod, fakturováno po dokončení. Pro větší pipeliny: fixní cena podle scope, typicky 15–80 000 Kč.