I will build deep learning image classification models with python


About this gig
Are you looking for a reliable AI/Machine Learning developer to bring your idea to life? I specialize in building custom deep learning models for image classification using Python and PyTorch.
Microsoft Certified: Azure AI Fundamentals
Trained in AI, Machine Learning & Data Science
Hands-on experience with modern architectures (ConvNeXt, CNNs)
WHAT I OFFER:
Custom image classification models trained on your dataset
Data augmentation for real-world robustness
Detailed performance reports (accuracy, F1-score, confusion matrix)
Explainable AI (Grad-CAM) visualizations showing model decisions
Model optimization for lightweight, fast deployment
WHY WORK WITH ME:
I don't just train a model and hand it over I validate it properly, avoid common mistakes like data leakage, and give you honest, reliable results you can trust for real-world use, research, or business applications.
Have a dataset and an idea? Let's build something that actually works. Message me before ordering if you have a custom requirement I'm happy to discuss your project first!
Get to know Muazzam Badshah
AI Engineer
- FromPakistan
- Member sinceApr 2026
Languages
Urdu, English
FAQ
Q1: What format will I receive the trained model in?
You'll receive the trained model file (.pth for PyTorch), along with the Python training/inference scripts and a performance report. I can also convert it to other formats like ONNX or TFLite on request.
Q2: Do I need to provide my own dataset?
Yes, you should provide labeled images organized by class (folders work great). If you don't have a dataset yet, message me first — I can guide you on how to prepare or source one before ordering.
Q3: How accurate will my model be?
Accuracy depends on your dataset size, quality, and number of classes. I always test properly on a separate validation set (not the training data) to give you honest, real-world performance numbers — not inflated results.
Q4: Can you explain how the model makes its decisions?
Yes — in the Premium package, I include Grad-CAM visualizations that show exactly which parts of an image the model focused on, so you can trust and verify its predictions.
Can you help if I'm not sure what I need yet?
Absolutely — message me before ordering and I'll help you figure out the right package and scope for your project.

