I will build machine learning models using python for your dataset

Sommige informatie wordt in het Engels weergegeven.

Pakistan

Ik spreek Engels
I'm an ML/AI developer building predictive models and explainable AI systems (SHAP), deploying real-time ML web apps using Python, Scikit-learn & Streamlit.
Over deze dienst

Are you looking for a custom Python Machine Learning solution tailored to your specific dataset and project goals? You're in the right place!

I build end-to-end Machine Learning models designed for high accuracy, clean code structure, and clear performance insights. Whether you need predictive modeling, data cleaning, or model optimization, I turn raw data into structured, working ML pipelines.

Services Offered:

  • Data Preprocessing & Cleaning: Handling missing values, outlier treatment, categorical encoding, and feature scaling.
  • Exploratory Data Analysis (EDA): Insightful visualization reports using Matplotlib and Seaborn.
  • Feature Engineering: Extraction, selection, and scaling to improve model performance.
  • Machine Learning Development: Classification, regression, and clustering algorithms built using Scikit-learn.
  • Model Optimization: Hyperparameter tuning, cross-validation, and metrics analysis (Accuracy, Precision, Recall, F1-score, ROC-AUC, RMSE).
  • Deliverables: Clean, well-commented Jupyter Notebooks (.ipynb), Python scripts (.py), predictions file, and model summary documentation.

Algorithms & Tools:

  • Algorithms: Linear/Logistic Regression, Random Forest, Decision Trees, XGBoost

Expertise:

Representatieleren

•

Classificatie

•

Churn

•

clustering

Programmeertaal:

Python

Frameworks:

Scikit-learn

•

Panda

API's:

Microsoft Computer Vision AI

•

Amazon Rekognition

Tools:

Jupyter-notitieboek

Mijn portfolio