I will do machine and deep learning modeling, research work and academic writing

Are you looking for research support or developing, evaluating, or documenting ML/DL models on general images, medical images or text data inputs?

I provide technical implementation for Machine Learning and Deep Learning architectures alongside academic documentation support for researchers, PhD students, and biotech projects.

Services Offered:

• Custom ML/DL Modeling: Training, fine-tuning, and deployment of neural networks (such as CNNs, U-Net, and Transformers) for MRI segmentation and classification tasks.
• Model Evaluation & Analytics: Performance analysis including confusion matrices, ROC curves, and statistical validation metrics.
• Research Support: Literature reviews, methodology design, data analysis, and academic manuscript formatting.

Technical Tools Used:

• Frameworks: Python, TensorFlow, Keras, PyTorch, OpenCV
• Data Processing: NumPy, pandas, scikit-learn, Matplotlib, Seaborn, Plotly
• Documentation: MS Word and Excel data formatting, and PowerPoint presentations.