I will validate your python simulation and identify bugs artifacts or false results

I review Python simulations to find bugs, numerical artifacts, unstable logic, and unsupported results.

Many simulations produce impressive plots while hiding bad assumptions, code errors, scaling problems, or false positives. I help identify what is valid, what is questionable, and what needs to be fixed or tested next.

I can check:

- Python code bugs

- unstable numerical behavior

- incorrect assumptions

- parameter scaling problems

- plotting mistakes

- misleading outputs

- conservation or accounting errors

- missing validation checks

You will receive a clear technical report explaining what works, what fails, what is inconclusive, and what I recommend next.

Note: I do not prove theories or certify real-world performance from simulation alone. Real-world claims require real-world measurements.