I will build custom recommendation engines with automation pipelines
AI Automations Mobile Apps Expert, Python, Flutter, Published Apps
About this Gig
Modern consumers expect personalization. I am a senior machine learning engineer who builds robust, scalable AI recommendation engines that analyze user behavior and serve highly targeted content, instantly boosting your user retention and conversion rates.
I don't just hand over a messy Jupyter notebook. I architect end-to-end systems ready for the real world.
What I deliver:
- Data Pipeline: Normalization and preprocessing of your raw data (purchase history, clicks, user metadata) using Python and Pandas.
- Custom Algorithm Design: Selection of the optimal approach, collaborative filtering, content-based filtering, or a highly accurate hybrid model.
- Production Readiness: Delivering clean, modular, and documented code. (Premium tier includes full API deployment via Firebase or your preferred cloud).
Best fit for: E-commerce stores, B2B SaaS platforms, content/media streaming apps, and marketplaces.
Send me a message with a brief overview of your platform and data, and let's discuss the best architectural approach for your business goals!
Programming language:
Python
Frameworks:
Scikit-learn
•
Google ML Kit
•
Keras
•
PyTorch
•
Panda
APIs:
Google Cloud Vision API
•
Azure Face API
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
MLflow
•
Azure ML Studio
My Portfolio
FAQ
What is a recommendation engine, and what is the ROI?
It is an AI system that predicts what your specific users want to see or buy next based on historical data. The ROI is direct: it increases average order value, boosts user engagement time, and creates a highly personalized customer experience.
What data do I need to provide?
I need historical user data. This typically includes a user ID, an item ID (product/video/article), and an interaction metric (ratings, purchase history, time spent on page, or clicks).
How do I connect this to my current website or app?
If you select the Premium package, I will wrap the machine learning model in a secure RESTful API. Your frontend developers simply send a request to this API with a User ID, and my system will instantly return the recommended items.
Is my proprietary business data secure?
Absolutely. I adhere to strict data security protocols, build the system using secure cloud environments, and am fully willing to sign a Non-Disclosure Agreement (NDA) prior to data transfer.
2 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Recommend to a friend
- Service as described
Sort By
G galaxsora

Saudi Arabia
An exceptional service provider, Abdul Qadoos, not only swiftly delivered exactly what I requested but also demonstrated exemplary coding skills in crafting the recommendation model with adept application of AI techniques. Their amiable demeanor and prompt responses further enhanced the overall experience.
$100-$200
Price
2 weeks
Duration
Helpful?K khalidg7

Saudi Arabia
Super good I highly recommend it
$50-$100
Price
12 days
Duration
Helpful?
2 reviews for this Gig
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Recommend to a friend
- Service as described
Sort By
G galaxsora

Saudi Arabia
An exceptional service provider, Abdul Qadoos, not only swiftly delivered exactly what I requested but also demonstrated exemplary coding skills in crafting the recommendation model with adept application of AI techniques. Their amiable demeanor and prompt responses further enhanced the overall experience.
$100-$200
Price
2 weeks
Duration
Helpful?K khalidg7

Saudi Arabia
Super good I highly recommend it
$50-$100
Price
12 days
Duration
Helpful?

