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$
USD
I will build ai recommendation engine to boost sales and engagement
Data Scientist Helping Ecommerce Optimize Sales, Pricing and Inventory
I'm Kris, a data scientist specializing in AI-powered solutions for e-commerce businesses. I help companies boost revenue, optimize inventory, and make smarter pricing decisions using machine learning...
About this Gig
Struggling with low engagement, repeat purchases or content discovery? Let's build an AI recommendation engine that drives revenue.
I create custom recommendation systems for SaaS platforms, streaming services, and e-commerce brands that increase engagement by 30%+ and boost sales.
WHAT YOU GET
- Custom hybrid recommendation model (collaborative + content-based)
- Interactive Streamlit dashboard with live recommendations
- Fully documented Jupyter notebook (you keep full ownership)
- Performance report with clear metrics & business impact
- Deployment guide for easy integration
- FastAPI for real-time recommendations (Premium tier)
PERFECT FOR
Streaming platforms | E-commerce stores | SaaS apps | Content sites | Marketing agencies
WHY ME?
- Business-first approach I deliver revenue impact, not just models
- Full transparency detailed code you can understand
- End-to-end delivery model + dashboard + API ready to launch
- Fast turnaround basic models in 5 days
PROVEN RESULTS
86% accuracy | 65% precision | 100K+ predictions handled
️ TECH STACK
Python | TensorFlow | Scikit-learn | FastAPI | Streamlit
Message me before ordering to discuss your data and goals. Let's turn browsers into buyers!
Programming language:
Python
•
SQL
Frameworks:
Scikit-learn
•
Panda
•
Other
APIs:
Other
Tools:
Jupyter Notebook
•
Excel
My Portfolio
FAQ
What do I need to provide before we start?
Your dataset (CSV, SQL, or API access) or sample user-item interaction data. If unavailable, I can source a public dataset for prototyping
Can you integrate the recommender into my website or app?
Yes, I can deploy it via FastAPI or build a Streamlit demo for easy testing (see gig extras)
How do you measure the quality of recommendations?
I evaluate using metrics such as RMSE, MAE, precision@k, recall, and coverage, depending on your business KPIs
Do you support continuous updates or retraining?
Yes — I can set up pipelines for periodic retraining or real-time updates upon request.
What industries can benefit from this?
E-commerce, media platforms, subscription businesses, education apps, streaming services, and more.
Will the model work with my platform (Shopify, WordPress, custom app)?
Yes. I deliver the model as a FastAPI (Premium) or provide integration guidance for any platform. If you need custom integration help, we can discuss post-delivery support.
