I will automate one repetitive information task with ai


About this gig
I will add one bounded AI-assisted step to an existing app or business workflow. This is for teams that spend time classifying, extracting, summarizing, or drafting from repeated business information.
We will define one exact task, sample inputs, and the required output. I will connect an OpenAI-compatible or other documented LLM API, build the prompt flow, validate JSON or text output, and add clear failure handling. Standard and Premium also include app or workflow integration, logs, focused tests, and setup notes. Premium supports two related processing steps and basic usage controls.
The order is complete when agreed sample cases run through the delivered flow, return the required format, and expected failures are handled and documented.
I have 6+ years of commercial experience with production apps, API integrations, complex data flows, and code-first automation.
Not included: model training, open-ended chatbots or autonomous agent platforms, CAPTCHA bypass, spam, prohibited scraping, credential collection, or high-risk automated decisions. AI output can vary, so I do not promise perfect accuracy or business results.
Get to know Yevhen S
Senior FullStack Engineer
- FromFinland
- Member sinceJul 2026
- Avg. response time1 hour
Languages
Ukrainian, Russian, English
My Portfolio
FAQ
Which tasks are suitable for this service?
One clear task such as classification, field extraction, summarization, or drafting from repeated business information.
Which AI providers can you integrate?
An OpenAI-compatible API or another buyer-selected provider with clear documentation and suitable test access.
What does the Basic package include?
A testable prototype, validated output, a sample runner, and setup notes. It does not include integration into an existing application.
What do I need for Standard or Premium?
Existing app or workflow context, relevant documentation, safe test access, anonymized examples, and the expected output format.
Do you guarantee AI accuracy?
No. I test representative and failure cases and add validation, but model output can vary.
Can you work with sensitive data?
Only after the data flow and provider are reviewed. Use anonymized examples where possible. High-risk automated decisions are excluded.
Can you build a full chatbot or agent platform?
No. This service is limited to one bounded feature or a two-step workflow in the Premium package.
What counts as a revision?
A reasonable change to the agreed prompt, mapping, validation, or error handling within the original task. New tasks need a new scope.
When is the order complete?
When the agreed sample cases run through the delivered flow, return the agreed format, and expected failures are handled and documented.
