I will build production ready ml and dl models

I've been working with ML and DL for over 4 years across industry projects and applied problem-solving. My focus is delivering models that actually work in real conditions, not just on clean tutorial datasets.

WHAT YOU GET

• Clean, well-structured Python code
• Properly trained models with real evaluation metrics
• Clear documentation
• Visualizations of results and model performance

AREA OF WORK

1. Classification, regression and clustering on tabular data
2. Computer vision: image classification, detection, segmentation
3. NLP: text classification, sentiment analysis, transformer fine-tuning
4. Time series forecasting and anomaly detection
5. Generative models: GANs, VAEs, and diffusion-based approaches
6. LLM integration and task-specific fine-tuning
7. Recommendation systems

TOOLS AND FRAMEWORKS

PyTorch, Tensorflow, Hugging Face, Scikit-learn, XGBoost, LightGBM, pandas, NumPy, Matplotlib

BEFORE YOU ORDER

Share your dataset, problem statement, or model requirements. I'll confirm scope, timeline, and whether your goals are realistic within the package you're considering.