I will optimize and fine tune your machine learning model

Why Choose Me?

Do you have a machine learning model that's underperforming? Is your accuracy stuck below 90%? Is inference too slow for production?

I specialize in diagnosing, optimizing, and fine-tuning ML models to extract maximum performance. With years of experience training complex models on challenging datasetsincluding custom YOLO architectures, medical imaging, and object detectionI understand exactly what it takes to push a model from "good enough" to "production-ready."

I work with:

• Computer Vision (CNN, YOLO, Vision Transformers)
• Classification & Object Detection Models
• Anomaly Detection & Recommendation Systems
• Tabular Data (XGBoost, Random Forest, Neural Networks)
• Deep Learning (PyTorch, TensorFlow, Keras)
• Scikit-learn & Traditional ML Models

 My Process

1. Diagnostic Assessment

I thoroughly evaluate your model to identify bottlenecks:

• Overfitting or underfitting issues
• Suboptimal hyperparameters
• Data quality and preprocessing gaps
• Inference speed limitations

2. Optimization & Fine-Tuning

Using advanced techniques to boost performance:

• Hyperparameter Optimization (Optuna, Grid Search, Bayesian)
• Learning Rate Scheduling (Cosine Annealing, ReduceLROnPlateau)
• Regularizati