You will get Enhancing Product Recommendation system

Naveed Ahmed j.

4.9

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Naveed Ahmed j.

4.9

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Project details

A fashion platform aimed to enhance its user experience by developing an advanced AI and computer vision-based product recommendation system. The goal was to deliver fast, interactive, and personalized suggestions to boost engagement and sales.
Key Phases:
Data Analysis and Organization:
Products were tagged with attributes like type, occasion, material, and season.
Products were grouped into collections using a structured in-memory organization.
Initial System Development:
Used tag encoding and cosine similarity but faced issues with outdated and less diverse recommendations.
Transition to Computer Vision:
Implemented feature extraction to analyze product images.
Combined tag-based logic with image-based cosine similarity for improved recommendations.
Results:
Increased novelty and diversity in recommendations.
The click-through rate for similar products improved to nearly 50%.
Positive feedback and improved engagement metrics.
Future Enhancements:
Collaborative filtering, basket analysis, and dynamic curated collections using reinforcement and deep learning.
Let’s discuss how I can build or optimize an AI-based recommendation system for your platform!

AI Development Type

Deep Learning, Knowledge Representation, Model Tuning, Recommendation System

AI Tools

OpenCV, PyTorch, TensorFlow

AI Development Language

Python

What's included $1,000

These options are included with the project scope.

$1,000

Delivery Time 7 days
Number of Revisions 2
- AI Model Integration

Optional add-ons You can add these on the next page.

Fast 5 Days Delivery

+$100

Additional Revision

+$200

4.9

10 reviews

90% Complete

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About Naveed Ahmed

Full-Stack Developer | Business Automations, & Technical Lead

80% Job Success

4.9 (10 reviews)

Karachi, Pakistan - 8:36 am local time

Greetings and thank you for visiting my profile!

Hi, I’m Naveed Ahmed Jawaid, a seasoned developer and technical lead with 10+ years of experience delivering end-to-end digital solutions. I specialize in full-stack development, mobile app development, and industrial automation, API integrations, helping businesses streamline operations, enhance user experiences, and achieve scalable growth. Whether you need a custom software solution, seamless integrations, or an automated system, I’m here to turn your ideas into reality.

Here’s What I Bring to the Table:

✔️ API Integrations & Third-Party Tools:
Expert in Stripe (payment gateways), Klaviyo (email marketing), Zendesk (customer support), Twilio (communication APIs), SendGrid (email delivery), and Chatbots (AI-driven customer engagement).
Seamless integration of third-party services to enhance functionality and user experience.

✔️ Backend Development:
Proficient in ASP .NET Core, Python, PHP, and Node.js for building robust, scalable backend systems.
Custom API development and database management for efficient data handling.

✔️ Frontend Development:
Expertise in React.js, Next.js, Vue.js, and Razor Pages for creating dynamic, responsive, and user-friendly interfaces.
Focus on performance optimization and seamless user experiences.

✔️ Mobile App Development:
Skilled in React Native and Flutter for building cross-platform mobile applications.
Custom mobile solutions tailored to your business needs, from concept to deployment.

✔️ DevOps & Cloud Infrastructure:
Expertise in AWS (EC2, ECS, Lambda, S3, RDS, CloudFormation) and Azure (Functions, AKS, DevOps, Blob Storage).
CI/CD pipelines using Jenkins and GitLab CI, along with containerization via Docker and Kubernetes.

✔️ Database Management:
Proficient in MySQL, MongoDB, DynamoDB, ClickHouse, MS SQL, Redis, Elasticsearch, and Firebase for efficient data storage and retrieval.

✔️ Industrial Hardware Integration & Automation:
Specialized in handheld device integration, warehouse conveyor management, SMD screen integration, and monitoring real-time operations.
Automation solutions to improve efficiency and reduce manual intervention in industrial processes.

✔️ UI/UX Design:
Intuitive and visually appealing designs crafted with tools like Figma, Adobe XD, and Sketch.
Wireframing, prototyping, and user-centric design to ensure an exceptional user experience.

✔️ E-Commerce Solutions:
End-to-end e-commerce development on platforms like Shopify, WooCommerce, and Magento.
Custom store setups, theme customization, and integration with payment gateways and third-party APIs.

✔️ Custom Software Development:
Tailored software solutions to automate workflows, improve efficiency, and solve complex business challenges.
Expertise in PHP, Laravel, Node.js, and Python for backend development.

Why Choose Me?

✅ End-to-End Solutions: From backend development to frontend design, mobile apps, and industrial automation, I handle all aspects of your project.

✅ Proven Expertise: With 100+ successful projects delivered, I bring a track record of quality and reliability.

✅ Clear Communication: I prioritize transparency and collaboration, keeping you informed at every stage.

✅ Timely Delivery: I respect deadlines and ensure your project is delivered on time, every time.

Let’s Build Something Amazing Together!

Whether you’re looking to integrate cutting-edge APIs, develop a custom software solution, or automate industrial processes, I’m here to help you achieve your goals. Let’s discuss your project and turn your vision into reality.

📩 Reach out today, and let’s get started!

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Revisions may occur after the delivery date.

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