Welcome! If your Python script is throwing cryptic errors, your training loop is crashing, or your neural network dimensions refuse to match up, you are in the right place.
As a researcher and developer specializing in computer vision and machine learning frameworks, I understand how frustrating a broken pipeline can be. I am here to help you pinpoint, debug, and optimize your codebase quickly and cleanly.
What I Can Fix For You:
- Syntax & Runtime Errors: Resolving fundamental Python bugs, environment/dependency conflicts, and script crashes.
- Deep Learning Mismatches: Fixing tensor shape mismatches, layer dimension errors, and data loader issues in TensorFlow.
- Model Optimization: Debugging custom layers, tracking loss function anomalies, and resolving bottlenecks to improve code execution performance.
- Computer Vision Code: Investigating script errors in image preprocessing pipelines, custom architectures (like U-Net), and object tracking setups.
Why Choose This Gig?
- Clean, Documented Solutions: I dont just fix the error; I add clear comments explaining why it happened and how it was resolved.
- Fast Turnaround: Quick diagnostics to get your project, research, or assignment back on.