Backend Developer Needed: OpenAI RAG Chat, Multi-Dialect Arabic Concierge, & Google Sheets Integration for AskRaghadai.com

@mahads31

Hey, I can help you build this with a clean approach that keeps things reliable and easy to manage. AskRaghadai — I understand the platform is already live and needs optimization, not a rebuild. I’ll improve the existing AI concierge system by stabilizing the backend, organizing Google Sheets/Admin Panel workflows, enhancing the OpenAI RAG experience, and fixing integration issues while keeping the platform scalable. I’m also comfortable following your 3-milestone payment structure. One quick question: what technology stack is the current backend built on, and which RAG/vector database solution is currently being used? Happy to jump on a quick call to review the project flow and get everything planned properly. Best Regards, Mahad

@Yunsoft

Hey , I just saw your project regarding Backend Developer Needed: OpenAI RAG Chat, Multi-Dialect Arabic Concierge, & Google Sheets Integration for AskRaghadai.com. I've been building scalable web apps and custom integrations for a while, and this fits right into my wheelhouse. I'm a full-stack developer with hands-on experience in AI (custom LLMs, RAG, workflow automation), SaaS architectures (React, Node.js), and Web3 integrations. Instead of just delivering basic scripts, I focus on building secure, production-ready solutions that actually scale. I've launched multiple real-world products and know how to avoid the common technical pitfalls in these areas. Let's connect so we can go over your exact needs. I can share some of my recent work so you can see the code quality firsthand. Best, Emre

@mojjammil

I've worked on a few RAG implementations where the content layer changes faster than the embedding pipeline—keeping the vector store in sync with live product data usually ends up being the real bottleneck. I'd start by mapping the Google Sheets structure and the existing retrieval flow, then validate the sync frequency before touching the AI behavior. From there, I'd test the fallback messaging and comparison table generation with a few dialect variations. The biggest risk is probably multi-dialect handling—if the embeddings weren't trained on colloquial Arabic, retrieval quality can drop significantly for Saudi or Emirati phrasing. Two things that would help me scope this: - Are the Google Sheets already structured with consistent column naming, or will I need to design that schema first? - Do you have a set of test queries in each dialect I can use to validate retrieval before we call it done? If we're aligned, I can outline the implementation phases before kickoff. Best regards Mojjammil

@jaroslavcaprata

Hi, there. I have carefully reviewed AskRaghadai and understand that the platform is already live and operating as an advanced AI concierge, so this work is focused on backend improvements, integrations, and stabilization rather than building a new website. I have strong experience working with OpenAI APIs, RAG systems, AI chat platforms, Google Sheets synchronization, admin dashboards, affiliate integrations, and responsive web applications. I can optimize the existing AI flow, improve multi-dialect Arabic understanding, implement dynamic recommendation cards and comparison tables, strengthen authentication security, and ensure smooth mobile performance. I also have experience building AI assistants that deliver personalized recommendations and external service integrations. I fully agree with the 3-milestone payment structure and testing process described in the project details. One question I have is whether the current RAG pipeline already uses a vector database, or are you planning to upgrade the retrieval layer as part of this phase? I would be happy to review the existing codebase and discuss the best way to enhance AskRaghadai further. Thank you, Jaroslav Caprata

@ammarahmed20

With six plus years of experience leveraging AI powerful abilities to enhance backend and full-stack platforms, I am confident in optimizing, enhancing, and scaling up your established AskRaghadai.com. My work philosophy aligns impeccably with the project's vision of providing an all-inclusive Personal AI Concierge service. In addition to the required skills for Google Sheets & Admin Panel Management for future-independent control, I have successfully harnessed OpenAI technologies to build intelligent chatbots customized to fit desired personas like "Raghad". Additionally, I can use data-driven decision-making techniques to implement smart geo-targeted affiliate link routing into your platform. My skillset also covers fixing minor display bugs efficiently and lending mobile responsiveness integrating error handling techniques even when accessing heavy APIs which will significantly boost user performance especially on mobile devices. Overall, my expertise in AI chatbot development, API development combined with rest of the aforementioned technical skills make me ideally suited for this project. Looking forward t

@nemanjam61

Hi, "Fast Delivery And Quick Turnaround Expected" against this milestone list is worth flagging, since Milestone 2 alone (multi-dialect RAG, personalized recommendations, comparison tables) is a substantial build on its own. For M1, Google Sheets sync needs the admin panel reading/writing the same sheet structure you'll manage yourself, plus real admin security, not just a login screen. For the AI concierge, genuine dialect quality comes from dialect-tagged retrieval, not one generic prompt — I'd scope M2 around the top 2-3 dialects reliably rather than promising uniform quality everywhere. M3's geo-routing is straightforward IP/region detection into your affiliate tags. Given the range, phasing depth over full breadth on day one makes sense. AskRaghadai — confirming the site is live, understood as a multi-dialect concierge, and I'm aligned with the 3-milestone terms. Thanks, looking forward to it.

@Ritesh11gupta

I see you're looking for a backend developer for an OpenAI RAG Chat. I have solid experience with APIs and can help create a seamless integration with Google Sheets. What specific features are you hoping to implement first?

@ska234

Hi. To optimize AskRaghadai, I’d start with the live backend: stabilize the Google Sheets sync, harden admin auth, and fix the list-numbering/mobile rendering issues first so the platform stays reliable while we extend it. Then I’d tune the OpenAI RAG flow, dialect routing, and card/table rendering so Raghad answers naturally in Saudi, Khaleeji, Egyptian, and Emirati Arabic with clean product and travel recommendations. I’d implement secure affiliate routing, target=_blank link handling, fallback messaging, and a tidy admin workflow so you keep full control of categories, products, and links without dependency on development support. As a Senior Backend Engineer, I have mastered OpenAI API, RAG pipelines, Google Sheets automation, and secure admin/backend integration and have strong experience in AI concierge platforms, data sync systems, and live app stabilization. I’ve shipped similar work where chat quality, structured recommendations, and operational control had to work together without breaking the existing product. I am sure I can deliver high-quality results within a fast turnaround. I agree with the 3-milestone structure and the 7-day bug-fixing warranty. Let’s get in touch and discuss more. Thanks.

@KasjanovaEste

Hi, Evgenia here from Mexico I read the brief, emphasizing the need for backend optimization and enhancements for the existing AI lifestyle platform, AskRaghadai.com. With a focus on improving the backend stability and integrating core operational features, I aim to enhance the user experience seamlessly. My expertise lies in backend development, particularly in setting up Google Sheets and Admin Panel Management for efficient data synchronization across categories. Additionally, fine-tuning the OpenAI API and RAG backend to create a persuasive Arabic persona, capable of understanding various Arabic dialects, is a key aspect of my approach. Questions for better understanding: 1. How do you envision the AI chat enhancing the personalized shopping experience for users? 2. Are there specific travel planning features you prioritize for seamless integration into the platform? 3. How critical is the geo-targeted affiliate link routing for your platform's success? Happy to discuss further and collaborate on this exciting project. Thanks!

@axiomswb

Stabilizing Raghad's RAG backend and wiring Google Sheets independence for AskRaghadai.com. I have read your full scope and understand the priority: you need the live platform hardened, not rebuilt. Here is exactly how I approach each piece. For the RAG pipeline, I will use FAISS with chunked vector embeddings and dialect-tagged metadata per product category. The reason this matters specifically to you: when a Khaleeji user asks about abayas in colloquial Gulf phrasing, retrieval must match against the right catalog chunk rather than hallucinating a product detail. Dialect-aware system prompts and few-shot examples for Saudi regional, Emirati, Egyptian, and general Khaleeji will be built directly into Raghad's persona layer. For Google Sheets sync, I will structure the schema so renaming a category or adding a new SKU in your sheet propagates to the Admin Panel without any developer involvement — exactly the independent control you described. One problem worth flagging now: cross-category outfit logic, such as pairing shemaghs with men's traditional wear, can create circular recommendation loops if context signals are not scoped per session. I will add session-bound context windows to prevent this. Delivery in 6 days at USD 72. Is your current product catalog already loaded into a vector store, or stored as flat files that still need embedding?

@Lazarone1

hello, enhancing a live ai concierge platform with rag, multilingual arabic intelligence, and scalable backend integrations is the core concept of this project. askraghadai is understood, and i can optimize the existing system with openai api, rag workflows, google sheets sync, secure admin controls, recommendation cards, and smart automation. i agree with the 3 milestone structure and focus on reliable tested delivery. what is the current backend stack powering the existing ai chat and data management system?

@alirashdi26

Hey , I just went through the project description, and I see you are looking for someone experienced in AI Research, AI Automation, OpenAI, Google Sheets, AI Training Data, API Development, AI Model Integration, Backend Development, AI Chatbot Development and AI Content Creation. It instantly reminded me of a client who faced similar challenges, and I knew I had a tailor-made solution for it. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: • Is there anything else you’d like to add to the project details? • What’s the top hurdle you’re facing with this project? • What is the timeline to get this done? Why Choose Me? 250+ Projects. 5 Years. Zero Misses. My reputation is built on a single metric: Flawless Execution. While others promise quality, my last 100+ consecutive 5-star reviews prove it. I don’t just finish the job; I set the standard. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) The portfolio here is just the tip of the iceberg. To respect client confidentiality, my recent heavy-hitters aren't public, but I can share them 1-on-1. Click the 'CHAT' button, and I’ll send over the relevant samples immediately for your review. Regards, Ali .

@naeem1114

The current Google Sheets sync can exceed API quota limits during bulk category updates, which may freeze the admin panel. I'll add a throttling layer and batch‑write logic so updates stay within limits while keeping the sheet as the single source of truth. I understand AskRaghadai is already live as a multi‑dialect AI concierge, so I'll also harden admin routes with token rotation for secure authentication. A frequent pitfall in RAG chat is stale vector embeddings that return unrelated answers after source data changes. To fix that, I'll rebuild the embedding pipeline to run after each sheet sync and clear the cache, ensuring the AI sees the latest catalog. I'm ready to start right away and will follow the three‑milestone payment structure you outlined for AskRaghadai.

@Cruz1217

Pulling the whole Google Sheet on each admin change will throttle the API as the product catalog grows. I’ll implement a delta sync that reads only modified rows and caches them in Redis for instant lookup. I understand AskRaghadai is live, I can start right away and I accept the three-milestone payment terms. A frequent pitfall is sending a single OpenAI request for both retrieval and generation, which often hits rate limits under load. By separating the vector search from the chat response I keep latency low and dialect handling reliable. You’ll get stable chat performance, accurate multi-dialect replies, and admin panels that update instantly without breaking the UI.

@ashinnd84

Hi there, we are a team of AI/ML automation Python Full Stack Web and Mobile App Developers. Please, send me a message to discuss the work and finish in no time. Thanks Ashish Kumar.

@ZohaibSathio

AskRaghadai — this is exactly what I build, and I confirm the site is already live and operating as an advanced multi-dialect AI concierge; I explicitly agree to the 3-milestone escrow structure and all terms above. Closest proof: a Shopify AI sales assistant — RAG over live catalog + policy pages (LangChain + OpenAI/Gemini, Pinecone, FastAPI) that cut support tickets 40% and lifted conversion 15% — plus a private doc-search API (100K+ docs, sub-500ms, source-attributed) and multilingual voice/chat across 6 languages incl. regional dialects. Plan: M1 — Google Sheets<->Admin sync so you independently manage categories/products/links, harden admin auth, fix the list-numbering bug. M2 — tune the OpenAI RAG + a persuasive Khaleeji/Saudi/Egyptian/Emirati dialect persona, rich product + comparison cards, graceful Arabic fallback. M3 — geo-targeted affiliate routing + mobile audit. Which OpenAI model + vector store are live now, and what's the catalog source of truth? — Zohaib

@chaudharykartik

Hi there, AskRaghadai is already live, and the main pain point now is stabilizing the AI concierge so Arabic dialect replies, RAG answers, Sheets sync, and chat cards work reliably. I have spent the last 4 years solving exactly this type of problem. I’ll review the OpenAI flow, tune the AI Research and AI Content Creation logic for natural Saudi, Egyptian, Emirati, and Khaleeji responses, harden the Google Sheets integration, fix the admin/security routes, and clean up the list numbering and mobile rendering issues. I understand the site is operational and I agree to the 3-milestone structure and your testing terms. I can also align the response layer so AskRaghadai shows comparison tables, rich recommendation cards, and secure affiliate links with smooth fallback handling. Best regards, Kartik chaudhary

@Geetam00

With profound experience in AI Chatbot development and OpenAI implementation, I bring the expertise to optimize and enhance AskRaghadai.com. My diversified skill set encompasses AI Agents, RAG Applications, and Vector Searches that prove essential in refining "Raghad" for a highly persuasive and consultative Arabic persona. Multiplying the value of your platform, I can programmatically tailor suggestions cross-category with personalized shopping to align with user context such as skin tone matching or traditional wear like shemaghs with relevant accessories. Apart from delivering an impeccable user experience, I understand the significance of efficient backend management. I can seamlessly integrate Google Sheets into your admin panel, giving you complete control over categories, products, images, and links. Multi-dialect Arabic intelligence is another forte of mine. Whether it's Saudi regional dialects, Egyptian colloquial speech or Emirati linguistics – your visitors from different Arabic backgrounds will feel completely understood by Raghad. Additionally, being adept at building secure REST APIs coupled with my familiarity with AWS (Amazon Web Services), I'll ensure affiliate links open securely in new tabs while maintaining accurate tracking. Also, change admin passwords will be administered securely similar to guarding backend authentication routes.

@richardb063

Hi, I'll start with the Google Sheets sync and backend review for your live AskRaghadai platform. Building the requested enhancements for AskRaghadai while keeping the existing AI concierge stable and fully manageable through the admin panel and Google Sheets is the goal. I've worked on projects where live OpenAI integrations, RAG workflows, and Google Sheets synchronization were extended without disrupting the existing application or user experience. I understand AskRaghadai is already live as a multi-dialect AI concierge, and I agree to the 3-milestone payment structure and the terms you've outlined. I'd really like to earn this project and I'm confident I can deliver a clean, reliable implementation within the agreed scope. Looking forward to hearing from you!