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I will debug and fix python scripts automation and API errors
Skanda M P
About this gig
Is a Python script crashing, returning the wrong result or mishandling an API response?
I investigate a reproducible issue, make a scoped fix, and test the agreed behavior. My synthetic sample shows an API-response parser losing decimal values, followed by a fix and passing regression tests.
You receive:
- Corrected source files or a focused patch
- Regression tests and exact run instructions
- A clear explanation of the cause, changes and remaining limits
Scope covers small Python scripts, file automation and API-response handling. Each package limits bugs, files and lines; a large project is not a small task simply because it has one error.
Please message me with a redacted traceback, relevant code, Python version and expected result before ordering. I confirm feasibility first. No unlimited debugging, guaranteed fixes without review, production deployment, paid API access, scraping restrictions bypass or new applications. Revisions correct the agreed fix; new issues need a new scope.
Get to know Skanda M P
Skanda M P
Cybersecurity Analyst Python Developer
- FromIndia
- Member sinceNov 2026
- Avg. response time1 hour
Languages
Kannada, English, Hindi, Marathi
I am a Cybersecurity Analyst and Python Developer with experience in vulnerability assessment, OWASP Top 10 testing, and ML prototypes. I specialize in producing actionable vulnerability reports and reproducible PoCs. My background includes freelance bug hunting and developing machine learning models for face detection and digit recognition.
FAQ
Will you guarantee results before reviewing my project?
No. Please share the relevant sample and expected behavior first. I confirm scope and feasibility before an order; unrelated issues or new features need a separate agreement.
Can I share passwords or production secrets?
Do not upload passwords, tokens or customer data. Use redacted code, synthetic test data and an authorized staging environment. Any necessary access must be separately agreed and limited.
What counts as one bug?
One reproducible mismatch between agreed expected and actual behavior. Multiple unrelated failures are separate bugs. File and line limits include the relevant code being reviewed.
Are frameworks and live API integrations included?
Only when confirmed after reviewing a reproducible example. The validated sample covers Python logic and API-response parsing, not every framework, live provider or deployment.
What does a revision include?
Correction of the delivered fix against the agreed requirements. It does not include new features, unrelated bugs, extra environments or production operations.
Do you use AI assistance?
I may use AI-assisted tools with review and testing. Tell me before ordering if your project prohibits AI assistance or has confidentiality constraints.
