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I’m expanding ReviewyAI from a promising prototype into a production-ready, autonomous code review engine. The immediate focus is twofold: first, integrating GPT-3 (with the option to swap in OpenAI or Anthropic APIs later) so the reviewer delivers highly accurate suggestions; second, re-architecting the backend so the system can serve a growing number of simultaneous users without losing speed or reliability. Here’s how I picture the collaboration working: • Frontend evolution – You’ll design and refine reusable [login to view URL] components with Tailwind CSS, ensuring the interface feels fast and intuitive on any screen size. • AI-driven analysis – Wire GPT-3 into the Node/Express layer to inspect incoming code, score potential issues, and return actionable feedback. Accuracy is the top metric, so you’ll fine-tune prompts, embeddings, or retrieval logic until suggestions are consistently on point. • Scalable backend – Build efficient API routes, batching and queuing strategies, and database interactions (MongoDB/MERN stack) that keep latency low even when user numbers spike. • System optimisation – Profile performance, add caching where it matters, and set up health metrics so we can spot bottlenecks before users do. • Nice-to-haves – If you’ve integrated GitHub or GitLab APIs, or worked with vector databases for RAG workflows, we can put that experience to good use next. Acceptance criteria 1. UI components match the existing design system and pass accessibility checks. 2. Review responses reach >95 % precision in internal benchmark tests. 3. API endpoints comfortably handle at least 5× our current concurrent user load while maintaining sub-second average response times. 4. Codebase remains fully TypeScript-typed and covered by automated tests. We’ll iterate quickly, review pull requests together, and release improvements continuously. If you’re comfortable owning full-stack features—from React hooks and Tailwind layouts through to Node services, GPT-3 prompt engineering, and MongoDB optimisation—I’d love to see how you can push ReviewyAI to the next stage.
Projekt-ID: 40292488
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16 Freelancer bieten im Durchschnitt ₹4.001 INR für diesen Auftrag

Hi there! I'm impressed by your vision to scale ReviewyAI into a robust code review platform. The focus on integrating GPT-3 for accurate suggestions and re-architecting the backend to handle a growing user base without compromising speed or reliability is crucial for success. In my previous project, I collaborated with a tech startup to enhance their AI-driven platform, optimizing backend performance and improving user experience. This experience aligns well with the requirements of evolving ReviewyAI into an autonomous code review engine. I'm curious about the seamless integration of GitHub or GitLab APIs and the use of vector databases for RAG workflows. How do you envision leveraging these technologies to enhance ReviewyAI's capabilities further? Looking forward to the opportunity to contribute to the success of ReviewyAI. Thanks, Tejbir Bhatia
₹1.100 INR in 7 Tagen
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Hello, I have experience building full-stack web applications using React.js, Node.js, Express, and MongoDB. I can help develop and improve your code review platform with clean, scalable, and well-structured code. I have worked on projects like an E-Learning platform and a service booking application, where I implemented authentication, API integration, and modern UI features. I focus on writing efficient code and delivering high-quality solutions within the deadline. I would be happy to discuss your requirements and start working on the project. Looking forward to working with you. Best regards, Vishal Kumar
₹1.500 INR in 5 Tagen
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Dear Mpumelelo Mabena, My skill set positions me well to execute this successfully. I understand your need for a clean, scalable backend and a professional, user-friendly frontend that integrates GPT-3 for highly accurate code review suggestions. With expertise in AI automation, web/app development, and digital solutions, I can enhance ReviewyAI’s architecture to maintain speed and reliability under load while fine-tuning the AI-driven analysis for precision. While I am new to Freelancer, I have strong real-world experience and have completed multiple successful projects off the platform. What are your top priorities for the initial sprint, and how soon do you aim to launch the improved system?
₹800 INR in 14 Tagen
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Hi, 25 years React/full-stack. Built exactly this type of project before — can deliver clean, tested code fast. $50/hr, available now, can show something working within 48 hours. What's your timeline and the must-have feature for launch?
₹1.275 INR in 7 Tagen
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