I will build machine learning models and predictive analytics in python

India

I speak Hindi, English
I’ve successfully completed freelance projects in server-based ML pipelines (processing 200K–500K records/day), NLP automation (cutting manual work by 60%), CAPTCHA solving, large-scale web scraping, ...
About this Gig

Turn your data into predictions you can act on.


I'm a Data Scientist with 6+ years of experience building and deploying ML models in Python and SQL.


What I build:

  • Sales and demand forecasting
  • Customer churn prediction
  • Classification and regression models
  • Lead scoring, risk scoring and propensity models
  • NLP: text classification, sentiment analysis, NER, summarization

Algorithms: XGBoost, LightGBM, Random Forest, Logistic Regression, time-series models, PyTorch/TensorFlow when needed.


Every project includes:

  • Data cleaning and exploratory analysis
  • Feature engineering
  • Model training, tuning and cross-validation
  • Clear metrics (accuracy, F1, AUC, RMSE, MAPE) explained in plain language
  • Feature importance so you know what drives results
  • Jupyter notebook + clean Python code

Higher packages add a FastAPI prediction API, Docker, and MLflow tracking.


Already have a model? I can also improve, debug or deploy it.


Send me a sample of your data and your goal, and I'll recommend the best approach.

Expertise:

Feature learning

•

Classification

•

Churn

•

Decision trees

Programming language:

Python

•

SQL

•

MLflow

Frameworks:

Scikit-learn

•

Keras

•

PyTorch

•

Panda

Tools:

Jupyter Notebook

•

TensorFlow

•

Excel

•

MLflow

•

Colab