I will custom machine learning model for nlp, classification or prediction

Are you looking for a real ML solution and not just a notebook?

I'm Aryan, a Machine Learning Engineer with hands-on experience building and deploying production-ready ML systems.

What I have worked on so far: Toxic Comment Classifier 94.2% accuracy, streamlit app Customer Churn Pipeline MLflow + FastAPI + SHAP explainability (ROC-AUC: 0.846)

What I can build for YOU: Sentiment analysis Prediction of churn, sales, price prediction Image Classification and Object Detection Clean Python Streamlit web apps & FastAPI End-to-end ML pipelines REST API deployment SHAP Model Explainability Data Cleaning, Feature Engineering & VisualizationText classification Detection of hate speech NLP models

Every delivery includes: Clean, well-commented Python code Trained model file (.pkl) Performance report (accuracy, confusion matrix, ROC-AUC) Full documentation Free revisions until you are happy

Message me before ordering, tell me your dataset and problem and I'll confirm I can deliver exactly what you need!