Python Automation Data Repair — 6-Hour Sprint
Fix one Python/API data error: duplicate records, blank overwrites, or wrong mappings. Scope and test agreed before payment. USD 99, six hours.
One data path, repaired and verified
Python automations can finish without errors yet create duplicate records, overwrite verified data with blanks, or map values to the wrong customer. I repair one reproducible Python, FastAPI, file-processing, or API data path. Before payment, we agree on a sanitized failing input and the expected result. You receive the root-cause finding, a focused code change, a before-and-after regression check, handoff notes, and one in-scope revision. USD 99 covers one failure that fits six working hours. No production secrets or personal data. Full CRM builds, broad security audits, and ongoing maintenance are outside scope.
One data error, a verified repair
Good fits: a retry creates two records; a blank extracted field replaces a verified value; a wrong mapping links data to another customer. A sanitized example defines the pass/fail check before I change code. I hand back the focused fix and a test you can rerun.
Show me where the data goes wrong
Tell me what breaks, what you expected, and which tool or language you use. One or two sentences or a sanitized example are enough to start. You can share a sanitized example or reproduction steps after I reply. Do not send passwords, API keys, payment details, or personal data. Korean is welcome.
I review scope before payment. If it fits, I email the USD 99 checkout link.
Frequently Asked Questions
What happens after I submit the intake form?
I review the scope before payment. If the request fits one focused six-hour sprint, you receive an approval email with the USD 99 checkout option.
What is included in the USD 99 sprint?
Root-cause diagnosis, the agreed code or configuration change, repeatable verification or before-and-after evidence, a concise handoff note, and one focused revision within the agreed scope.
What if the request is too large?
I will suggest a smaller first milestone before payment. Full applications, ongoing maintenance, prohibited data collection, spam, malware, access-control bypasses, and guaranteed business outcomes are not included.