I will build ai recommendation systems with machine learning

I will build a custom recommendation system using Python, machine learning, and deep learning models Whether you need product recommendations for your app, research project, or e-commerce platform, I will develop a tailored recommender system that delivers accurate and meaningful results.

I work on both simple and advanced models depending on your data and project goals. Clean implementation, detailed documentation, and professional support are guaranteed.

What I offer

• Content-based and collaborative filtering
• Hybrid recommendation engines
• Trending and popularity-based systems
• Matrix factorization techniques
• Deep learning for personalized recommendations
• Data cleaning and preprocessing
• Performance evaluation with reports and charts
• API or dashboard integration (on request)

Technologies used

Python, Pandas, NumPy, Scikit-learn, TensorFlow, Surprise, Flask, Streamlit

I focus on delivering scalable, efficient solutions for real-world use cases. Whether you're building a feature for your app or working on your FYP or thesis, I can help you implement a working, testable, and deployable system.

Send me a message before ordering so I can guide you based on your data and goals.