Independent Python Code Audit for a Scientific Research Engine

Posted 9 hours ago

Worldwide

Summary

I need an independent senior Python developer or scientific software engineer to audit a small scientific research application. The project is a Python-based decision and validation engine. The assignment is strictly limited to software quality, testing, reproducibility and technical behaviour. No knowledge of astrology, Sanskrit, history or astronomy is required. Current technical status: - 5 Python source files - 4 test files - 3 real research-case JSON files - 43/43 automated tests passing - Main project and isolated audit snapshot both pass 43/43 tests - SHA-256 checksum manifest: 40/40 verified - Deterministic output checks - Input validation and malformed-input handling - Complete source snapshot and audit documentation Requested review: 1. Run the existing test suite independently. 2. Review the decision logic and confirm that it uses general rules rather than hidden case-specific logic. 3. Review RESOLVED and UNRESOLVED decision behaviour. 4. Assess input validation, error handling and deterministic output. 5. Evaluate test quality and identify missing or weak tests. 6. Identify maintainability, file-system, security or resource-usage risks. 7. Confirm whether the documentation accurately reflects the implementation. 8. Provide a concise written audit report in professional English. Required deliverables: - Independent confirmation of test results - Findings classified as Critical, High, Medium or Low - Confirmed strengths - Defects, risks and missing tests - Recommended corrections - Final technical assessment of whether the software is suitable to proceed to scientific expert review Preferred qualifications: - Strong professional Python experience - pytest and automated-testing experience - Previous code-review or software-audit experience - Scientific software or data-validation experience is preferred Estimated review effort: approximately 4–6 hours. Please begin your proposal with the words “NIVP AUDIT” and include your fixed-price proposal, delivery time and relevant audit experience.

  • $350.00

    Fixed-price
  • Expert
    Experience Level
  • Remote Job
  • One-time project
    Project Type
Skills and Expertise
Mandatory skills
Internet Survey
Python
Nice-to-have skills
Research Papers
Activity on this job
  • Proposals:15 to 20
  • Last viewed by client:7 hours ago
  • Hires:
    1
  • Interviewing:
    1
  • Invites sent:
    0
  • Unanswered invites:
    0
About the client
Member since Jul 26, 2026
  • DEU
    München4:04 AM
  • 1 hire, 1 active

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