AI bot for automatic data mining and report writing.
Valerio Bellucci
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Posted Feb 3, 2025
Implementation of ChatGPT AI models into company infrastructure for autonomous data retrieval from databases and autonomous report writing up to 100 pages.
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European XFEL
– Implementation of ChatGPT AI models into company infrastructure for autonomous data retrieval from databases and autonomous report writing up to 100 pages.
– Example of produced report in the image attached (only outline due to NDA).
– Automatized a typical 2-weeks long expert job into a 2-hours process.
– The development included system ideation, development of a desktop app (Python), OpenAI API integration, custom GPT development, web search integration (selenium, beautifulsoup), BigData management (pandas, pyarrow, dask), database management, debugging, user testing, etc.
Outline of example report.
System schematics.