Projects · Automation
Not theory — systems that run in production. Designed not to write code for its own sake, but to solve real problems in professional life.
Active · Runs every day at 10:00
Economic research reports from two private banks are automatically fetched every morning, read and summarised by multiple LLMs, and delivered to Telegram as a consolidated market bulletin. Zero manual intervention.
System Flow
Problems Solved
Tech Stack
Freelance
We can design a custom automation system tailored to your sector, data sources, or workflow. Finance, legal, e-commerce, research — whatever the field.
Let's Talk →Training
GitHub Actions, LLM API integration, and automation pipelines can all be taught in a one-on-one session format. Learn from a working project, not theory.
Go to Training Page →Active · Runs every day at 12:00
The latest paper in risk management and financial management is automatically fetched daily from an open-access academic platform, summarised via the OpenAI API, and delivered through a Telegram bot.
System Flow
Problems Solved
Tech Stack
Freelance
Legal, healthcare, finance, technology — whatever the field, we can design a system that automatically tracks and summarises the latest publications, news, or reports.
Let's Talk →Training
Web scraping, LLM API usage, and automated notification systems can be taught one-on-one. Learn hands-on from a working project.
Go to Training Page →Automation · Price Monitoring
Automatically monitors competitor prices for selected products every day. Sends instant alerts when a price change or stock movement is detected.
Is there something repetitive, time-consuming, or done by hand? It can probably be automated. Let's evaluate your idea in a short call.
Send an Email →Usually responds within 24 hours.