Hdgm systems by yatendra chauhan

Cliente Freelancer · Remoto · Remoto · freelance · mid · 600–1500 INR

Publicada el 2026-07-21

Descripción de la oferta

I need a full-stack AI solution that can analyse user behaviour on my website and serve accurate product recommendations in real time. The focus is strictly a product recommendation engine—think “Customers who viewed this item also liked…,” driven by collaborative and content-based filtering, reinforced with machine-learning techniques such as matrix factorisation or deep-learning embeddings where appropriate. Here is how I picture the engagement: • Model design and training: You will work with the historical purchase, click-stream and catalogue data I provide, choose the most suitable algorithms, handle data cleansing, feature engineering and model evaluations. And ving v v by • API or micro-service deployment: The trained model must run behind an easily consumable REST or GraphQL endpoint so my front-end team can fetch ranked product lists with minimal latency. • Website integration support: I will handle basic UI work, but I expect guidance on tracking events, A/B testing hooks and any JavaScript snippets needed for real-time personalisation. • Documentation & hand-off: Clear setup instructions, model retraining workflow and performance benchmarks (precision, recall or MAP) are required so my team can maintain and iterate after delivery. I’m hosting on standard cloud stacks (AWS preferred, though I’m open to GCP or Azure if you have a compelling case). Please include relevant experience with recommendation frameworks (e.g. TensorFlow Recommenders, LightFM, Surprise) and illustrate past success improving on-site conversion rates.

Skills

• Deep Learning
• JavaScript
• Data Science
• React Native
• React
• PHP
• Java
• Python
• Machine Learning
• TensorFlow
• Azure
• AWS
• Google Cloud
• A/B Testing
• GraphQL
• REST APIs

Fuente original: freelancer