Build AI System to Identify SKU From Image (7,000+ SKUs) + Bundle Detection + Nocodb/Make Integration

@HiraMahmood4072

Hello, With over 7 years of experience in Data Processing and Data Management, I have carefully reviewed your project requirements for building an AI system to identify SKUs from images, detect bundles, and integrate with Nocodb and Make.com. To achieve this, I propose using advanced object detection techniques such as YOLOv8 or Grounding DINO for SKU identification and bundling detection. I will implement a matching algorithm that combines text and visual cues to accurately map images to the correct SKU in your database. Additionally, I will generate embeddings for all 6,000 SKUs and store them in a fast vector search database like Pinecone or Qdrant for efficient retrieval. I have extensive experience in computer vision, embeddings, vector search, and API integrations, ensuring the delivery of a stable, documented workflow with clear architecture and error handling. My goal is to provide you with a fully working, production-ready system that automates SKU identification and bundle detection seamlessly. I would be happy to discuss the project further in chat to understand your specific requirements and provide a tailored solution. You can visit my Profile at: https://www.freelancer.com/u/HiraMahmood4072 Thank you.

@ASirbescu

Hello there, My name is Sirbescu, a seasoned Full-Stack Developer adept in tackling diverse digital challenges. I believe I'm perfectly suited for your project, given my rich experience and skillset. With proficiency in computer vision, embeddings, vector search, object detection, API integrations, automation workflows and more, I'm confident in delivering a reliable AI/ML SKU recognition system with a seamless integration using Nocodb and Make.com. Over my career, I've honed my skills in Python, one of the languages you prefer. Not only is Python excellent for AI and machine learning tasks it also supports high-performance applications and automation tools which will be valuable for achieving your automation goals with the SKU Implementations. Moreover, my expertise includes using Pinecone and Qdrant (two vector DB's you mentioned) specifically for fast vector searches. Lastly, delivering a stable documented work plan has always been an exceptional part of my past projects. I believe this will be crucial in your case as it involves different interconnected systems to make a collective overall service that minimizes error limits while providing valuable insights from large datasets in real-time. My detailed documentation will ensure smooth understanding of the workflow even for future references. Consider this pitch as an assurance of my commitment to delivering an accurate, production-ready SKU recognition system that upholds your specific requirements. Best regards, Ale

@OscarMozo

Hi, I can help you with this. I am a developer with extensive experience with automations and integrations. I've helped clients with similar projects. Let me know your interest, Sincerely, Nicolas

@juanjosec63

Hi, As an individual developer, I can jump into your project at your suitable time. I can help build a production-ready SKU recognition system using object detection and embedding techniques to match products from images to your internal database of 7,000+ SKUs. With my expertise in computer vision, embeddings, vector search, and API integrations, I can create a stable, automated workflow that handles SKU recognition, bundle detection, and fast vector search using Pinecone or Qdrant. You can expect clear communication, fast turnaround, and a high-quality result that fits seamlessly into your existing workflow. Best regards, Juan

@muneeb6767

I can build a production-ready SKU recognition system using object detection (YOLOv8) + multimodal embeddings with vector search (Pinecone/Qdrant), supporting bundles, confidence scoring, and seamless integration with Nocodb & Make.com. I’ve worked on similar CV + AI pipelines with scalable APIs and clean architecture.

@divumanocha

Hello, I hope you're doing well! I'm a Top-Rated Full-Stack Developer with 12+ years of experience delivering scalable, high-quality digital solutions. I’ve completed 100+ projects across Node.js, Python (Django/Flask), PHP (Laravel, CodeIgniter, Yii2), React/Vue/Angular, Shopify & E-commerce, and Mobile Apps (React Native, Flutter). My clients value my reliability, communication, and commitment to deadlines. Why I’m a Great Fit: > I carefully review project requirements to ensure full clarity. > I deliver clean, maintainable, and scalable code. > I break complex tasks into structured milestones with regular updates. > I work seamlessly across time zones using Jira, Asana, and Basecamp. What I Can Deliver: > Full-Stack Web & Backend Development (APIs, Platforms) > E-commerce & Marketplace Solutions (Shopify, WooCommerce, Magento) > Mobile Apps (React Native, Flutter) > AI/ML Integrations, Chatbots & Analytics > DevOps (AWS, Docker, CI/CD), Testing & QA > UI/UX Support & Technical Consulting Best regards,

@Hubready

Hello!, I am a Florida-based senior software engineer with extensive experience in AI and machine learning. I’ve carefully read through your project description regarding the SKU recognition system, and I believe I'm the right fit for this task. With around 15 years in software development, I specialize in building robust systems that effectively solve real-world problems. To ensure I fully understand your needs, could you please clarify the following questions to help me better understand the project? 1. What specific image formats do you expect the system to handle? 2. Are there any particular performance benchmarks you have in mind for the SKU recognition accuracy? My approach would involve breaking the project into phases: first, developing a prototype for SKU identification, followed by integrating bundle detection, and finally ensuring seamless integration with Nocodb/Make.com. This structured method will help us tackle any challenges efficiently. I have successfully built systems similar to what you need, including applications that manage large SKU databases and automate data processing. I’m confident I can deliver a high-quality, production-ready solution for you. Looking forward to discussing this project further! - James

@Sohail748

Hii there, I’m offering a 30 percent discount for this project and would be glad to assist you in building an AI system to identify SKUs from images, including bundle detection and integration with NocoDB/Make. With experience in AI-based image recognition, backend systems, and workflow automation, I can develop a scalable and accurate solution for your 7,000+ SKU catalog. My approach will focus on training or integrating a computer vision model to recognize products from images, mapping them to your SKU database, and implementing logic for bundle detection where multiple items appear in a single image. I will also connect the system with NocoDB and Make (Integromat) to automate data flow, updates, and actions based on detection results. As a dedicated freelancer, I prioritize accuracy, performance, and clean system architecture. I will ensure the solution is optimized for speed, scalable for future SKU growth, and reliable in real-world usage scenarios. I am confident that I can build a robust AI-powered SKU identification system that streamlines your operations and improves efficiency. Kind regards, Sohail Jamil

@salmanullahbaig

Your project caught my attention right away. The challenge of building a production-ready SKU recognition system for over Let me know if you'd like to jump on a quick call to go over the details.

@DigitaSyndicate

Production-grade AI/ML SKU recognition systems often conceal the critical risk of poor object detection leading to incorrect SKU matches, especially when bundles and occluded items challenge visual recognition; your blend of YOLOv8 or Vertex AI with vector databases like Pinecone aligns with these hurdles, necessitating precise integration and embedding calibration. At DigitaSyndicate, a UK-based agency, we don't just write code; we architect infrastructure to protect your investment. Our expertise ensures seamless embedding catalogues, robust vector search performance, and fault-tolerant API modules, all developed under strict UK accountability and data governance, shielding your operation from systemic failures. How have you designed your error handling architecture to differentiate between confidence threshold failures and true misclassifications within bundled item detection? Casper M. DigitaSyndicate

@avinashdubeyg209

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!

@mugencodes

Hello, I understand that you are looking for an experienced AI/ML developer to create a production-ready SKU recognition system that can identify products from images, match them to your database of 7,000+ SKUs, detect bundles, and integrate with Nocodb and Make.com. I have previous experience developing a similar project involving automation, API integration, and object detection. During that project, I encountered a challenge with integrating multiple APIs seamlessly. I solved this by creating a custom middleware layer that streamlined communication between the APIs, ensuring smooth data flow and accurate results. I believe a call would be beneficial to discuss your project requirements in more detail and how I can contribute to its success. Looking forward to discussing this project further. Regards, Jayabrata Bhaduri

@ivanm465

Hello, I am Motko Ivan, a seasoned professional with 6 years of expertise in Automation, API Integration, and Data Management. I have successfully completed various projects in the field of AI and ML. I understand your requirement for an AI system to identify SKUs from images, including bundle detection and integration with Nocodb/Make. I will develop a robust solution that can accurately match products to your extensive SKU database, providing SKU + confidence scores and handling bundle scenarios efficiently. Effective communication is key, and I am committed to keeping you informed throughout the project. I am eager to discuss the details and start working on this exciting project. Regards, Motko Ivan

@matheussilva114

Hi, I have read your project details and I know what you expect. I am a senior engineer with over 7 year of experience on Data Processing, JSON, Scripting, Documentation, Automation, API Integration, Data Management, Make.com. Please visit my profile to view my latest projects, certificates, and work history. Best, Matheus Thank you, Matheus

@isaiahs31

Hi there, ✅ Your project is very interesting; the more I read, the more interesting it becomes. Your goal is to implement a production-ready SKU recognition system using AI/ML for identifying products from images, matching them to a database of 7,000+ SKUs, and integrating with Nocodb and Make.com. Recently, I developed a similar project using Data Processing, JSON, Scripting, Documentation, Automation, API Integration, and Data Management, which aligns well with the requirements of your project. Let's discuss specific requirements via chat to ensure your project is implemented successfully. ~Isaish

@tarast7

Hello, How are you? I have checked your job description and I’m confident I can complete exactly what you need. I have extensive experience with AI content, computer vision, embeddings, vector search, object detection, API integrations, and automation workflows. So I believe this job is an ideal match with my skills and experience. Please send me a message so that we can discuss more. Thanks Taras

@daxm0

Hello, I am Dax Manning, an experienced professional with over 8 years of expertise in Automation, API Integration, and JSON. I am excited about the opportunity to work on your project to build an AI system for SKU identification from images, bundle detection, and Nocodb/Make integration. I have carefully reviewed your project requirements and am confident in providing a clear and professional solution that aligns with the job description. I am well-versed in computer vision, embeddings, vector search, object detection, API integrations, and automation workflows, ensuring a fully functional and production-ready system. I would like to discuss further details and have a few questions to get started. Please connect with me via chat for a more in-depth conversation. Thanks, Dax Manning