Custom AI Model Development

I need a seasoned AI/ML engineer who can own the full lifecycle of a bespoke model—from data preparation through deployment. You will work with the data I provide (or advise on collection if gaps appear), clean and structure it, then design, train, and fine-tune a solution that is both accurate and efficient. Python, deep-learning frameworks, and solid software-engineering practices are essential, as the final code must be clean, scalable, and fully documented for future iterations. Once the model performs to agreed benchmarks, I will also rely on you to expose it through a lightweight API or another deployment path that fits our stack, and to walk me through the testing results so I can see exactly how it will behave in production. Deliverables • End-to-end Python codebase with clear comments • Trained model files and reproducible training scripts • Performance report (metrics, confusion matrices or similar) • Optional deployment/API wrapper with usage guide If this fits your expertise, tell me briefly how you would tackle the data pipeline, model choice, and evaluation.

Project ID: 40409714