I offer end-to-end AI/ML solutions including model development, data preprocessing, performance evaluation, and deployment-ready APIs or applications. With a strong research background and hands-on experience in deep learning, computer vision, and NLP, I deliver clean, scalable, and well-documented solutions tailored to your business needs.
What's included
Model Development
Custom machine learning model trained on your dataset.
Deep learning model (CNN, RNN, Transformer, etc.) for specific tasks.
Preprocessing pipeline for feature extraction and cleaning.
Trained model saved in .pkl, .pt, or .h5 format with documentation.
Computer Vision & NLP
Image classification, object detection, or segmentation model
NLP model for classification, summarization, or Q&A
Annotated dataset with training pipeline for reproducibility
Model Evaluation & Reporting
Model evaluation using metrics (accuracy, precision, recall, F1-score, AUC).
Confusion matrix, ROC curves, and explainability tools (e.g., SHAP, LIME).
PDF/HTML report summarizing performance, methodology, and insights.
I offer end-to-end AI/ML solutions including model development, data preprocessing, performance evaluation, and deployment-ready APIs or applications. With a strong research background and hands-on experience in deep learning, computer vision, and NLP, I deliver clean, scalable, and well-documented solutions tailored to your business needs.
What's included
Model Development
Custom machine learning model trained on your dataset.
Deep learning model (CNN, RNN, Transformer, etc.) for specific tasks.
Preprocessing pipeline for feature extraction and cleaning.
Trained model saved in .pkl, .pt, or .h5 format with documentation.
Computer Vision & NLP
Image classification, object detection, or segmentation model
NLP model for classification, summarization, or Q&A
Annotated dataset with training pipeline for reproducibility
Model Evaluation & Reporting
Model evaluation using metrics (accuracy, precision, recall, F1-score, AUC).
Confusion matrix, ROC curves, and explainability tools (e.g., SHAP, LIME).
PDF/HTML report summarizing performance, methodology, and insights.