I will build a machine learning model in python for prediction, recommendation, or nlp

H
hajarbal
H
hajarbal
Ghayma
build a machine learning model in python for prediction, recommendation, or nlp
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build a machine learning model in python for prediction, recommendation, or nlp
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build a machine learning model in python for prediction, recommendation, or nlpbuild a machine learning model in python for prediction, recommendation, or nlp

About this gig

Turn your data into predictions, recommendations, and insights with real ML models.


I build custom machine learning solutions in Python, from data preprocessing to model training, evaluation, and deployment-ready delivery. Whether you need to predict customer behavior, recommend products, or analyze text I've got you covered.


What I build:

Prediction & Classification

  • Customer churn prediction
  • Fraud detection
  • Price prediction
  • Lead scoring

⭐ Recommendation Systems

  • Collaborative filtering
  • Content-based filtering
  • Product recommendations
  • Similar items engine

NLP & Text Analysis

  • Sentiment analysis
  • Text classification
  • Topic modeling
  • Review mining



Tech stack:

Python · scikit-learn · pandas · NumPy · NLTK · spaCy · XGBoost · Matplotlib · Jupyter Notebook


Deliverables:

Clean Python code + Jupyter Notebook

Model evaluation report (accuracy, precision, recall, F1)

Visualizations and charts

README + setup instructions


Message me with your dataset and use case before ordering I'll confirm the best approach.

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Predicitive analyatics
    • Recommendation systems

  • Industry

    • Audio & video
    • Data analytics
    • Real estate

  • Language

    • Arabic
    • English
    • French

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing
    • AI ethics and bias mitigation

Get to know Ghayma

Ghayma

AI Engineer and Data Analyst Python Power BI ML Web Scraping

  • FromMorocco
  • Member sinceFeb 2023

  • Languages

    English, Arabic, French
I am a Data Engineer and Data Analyst with strong expertise in **Power BI, SQL, Python, Machine Learning, and Deep Learning**. I help businesses transform raw data into **interactive dashboards, actionable insights, and predictive models** that drive decision-making. My skills include: * Building **Power BI dashboards** and reports * **Data cleaning, validation, and transformation** * SQL database querying and optimization * Predictive analysis with **Machine Learning models** (Regression, Classification, Clustering) * Advanced **Deep Learning** for text, image, and sentiment analysis (Tens

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