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I have a working AI Bible Study web application with a library of 66 books (custom DSL framework). I need an experienced backend engineer to implement merchant billing (Stripe) and persistent chat memory on Google Cloud Platform, designed to scale safely toward 20,000 users without stability issues. Environment & Current State Platform: Google Cloud Platform (GCP) App: Existing Python/Flask service already deployed on GCP (working endpoints/UI) Machine Profile (current): e2-standard-4 (4 vCPU, 16 GB RAM) Storage (current): 100 GB SSD persistent disk Important: The 66 DSL-formatted books are complete and require no additional formatting or storage engineering. Scope of Work (All 4) 1) Database + Schema Design (User / Billing / Memory) Implement a relational database (PostgreSQL preferred for safety/compatibility), including: Core tables (minimum): users unique user identifier email/username created_at / last_login metadata fields as needed stripe_customers / subscriptions stripe_customer_id subscription_status subscription_id current_period_end plan/product identifiers updated_at conversations conversation_id user_id created_at / last_active_at optional title/label messages message_id conversation_id role (system/user/assistant) content created_at token_count optional (if useful for budgeting later) Deliverable: a documented schema (ERD or clear SQL migrations). 2) Stripe Integration + Webhooks (Production-Grade) Implement Stripe subscription checkout and webhook processing: Integrate with my existing Stripe merchant account. Deploy a webhook listener endpoint to handle events reliably. Ensure signature verification is implemented correctly. Update subscription status in the database using webhook events as source of truth. Must support typical subscription lifecycle events, including: [login to view URL] [login to view URL] invoice.payment_failed / [login to view URL] (others as needed depending on approach) 3) Scale Hardening: Connection Pooling (The “GCP Ghost”) At 20,000 users, even 1% active concurrently (~200 users) can cause a standard Postgres setup to hit connection limits. Add to scope (required): Implement connection pooling using PgBouncer (or equivalent) to prevent connection spikes from causing downtime. PgBouncer may be deployed as: a sidecar container in Kubernetes, OR Cloud SQL-compatible approach (proxy + pooling layer), depending on architecture. Goal: app must handle bursts of concurrent users without 503 errors due to DB connection exhaustion. Deliverable: documented pooling configuration + confirmed max connection behavior under load. 4) Framework Integration: Memory Retrieval + Windowing (Token Efficiency) “Persistent chat memory” means the database stores all messages, but the AI should not always load the full history. Clarification / Requirement: Implement memory retrieval with a sliding window: Store complete history in DB When generating a response, fetch only the most recent 10–20 messages (configurable) to control LLM token costs and stay within context limits. If desired, allow a future upgrade path to summarization, but windowing is required now. Deliverable: a clean interface/function the app can call like: get_recent_messages(conversation_id, limit=20) or equivalent API/DB query method Acceptance Tests (Must Pass) A) End-to-End Billing Access Control A new user can complete checkout and gain access based on subscription state. A canceled or unpaid subscription results in access removal according to defined rules. B) Stripe “Race Condition” Handling (Required) Sometimes the user lands on your “Success” page before the webhook arrives. Required behavior: If the user is redirected back to the app before [login to view URL] is processed: Do NOT immediately show “Access Denied.” The app should poll the DB OR call a lightweight status endpoint for a short period (example: retry for up to 10–30 seconds with small intervals) to confirm subscription activation. C) Chat Memory Persistence User can start a chat on one device and resume on another. Conversation history remains intact. D) Windowing Confirmed App retrieves only the last N messages (N configurable, default 10–20) when generating responses. DB retains full message history. E) Connection Spike Resilience Under simulated concurrent load, DB connections do not explode. No 503s caused by DB connection exhaustion. Deliverables Database schema + migrations (and brief documentation) Stripe integration (checkout flow + webhook handler + signature verification) Access control logic tied to subscription state PgBouncer (or equivalent pooling) configured and documented Chat memory storage + retrieval windowing integrated and configurable Acceptance test notes: how you verified A–E
ID do Projeto: 40168341
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⭐⭐⭐⭐⭐ Build Robust Database Infrastructure for Your AI Bible Study App ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a backend expert to build database infrastructure on Google Cloud. Look no further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for backend development. I will ensure seamless integration of Stripe and chat memory features while adhering to your specified boundaries. ➡️ Why Me? I can easily do your backend development as I have 5 years of experience in database design, cloud services, and API integrations. My expertise includes PostgreSQL, Stripe integration, and efficient query optimization. Besides, I have a strong grip on security practices and deployment workflows. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ Google Cloud Platform ✅ PostgreSQL Database Design ✅ Stripe Integration ✅ API Development ✅ Chat Memory Persistence ✅ Bash Scripting ✅ Security Practices ✅ Data Migration ✅ Performance Optimization ✅ Webhook Implementation ✅ Indexing and Query Optimization ✅ User Authentication Systems Waiting for your response! Best Regards, Zohaib
$150 USD em 2 dias
7,8
7,8

Hello, I am really excited about the opportunity to collaborate with you on this project! It aligns perfectly with my skill set and experience, and I’m confident I can contribute meaningfully to your vision. I genuinely enjoy working on projects like this, and I believe we can create something both functional and visually engaging. Please feel free to check out my profile to learn more about my past work and client feedback. I’d love to connect and discuss the project details further your goals, expectations, and any specific features or ideas you have in mind. The more I understand your vision, the better I can bring it to life. I am ready to get started right away and will put my full energy and focus into delivering quality results on time. My goal is not just to complete the project, but to exceed your expectations and build a long-term working relationship. Looking forward to hearing from you soon! With regards! Nikhil
$250 USD em 7 dias
6,9
6,9

Hello, I came across your project and found it truly interesting. With over eight years of hands-on experience in this field, I have successfully delivered high-quality solutions to clients worldwide. My dedication to excellence is reflected in the 180+ positive reviews from satisfied clients. I’d love to bring this expertise to your project and ensure outstanding results. However, I do have a few important points I’d like to clarify to align perfectly with your vision. Let’s connect via chat, where I can also share relevant examples of my past work. I'm looking forward to hearing back from you! Best Regards, Divu.
$250 USD em 5 dias
6,7
6,7

Hello, As a seasoned web service provider experienced in database development, I'm confident that my team will ensure a seamless integration of the Stripe Merchant and Chat Memory features into your AI Bible Study application. Our solid command of Google Cloud Platform (GCP) guarantee efficient deployment using your current compute profile, maintaining minimal and stable dependencies to avoid any potential disruptions to your productive workflows. We propose implementing a PostgreSQL database schema as requested, ensuring flexibility for anticipated growth and warranted performance for anticipated user interactions. We've successfully designed databases with similar functionalities before, notably focusing on reliability and robust backups management to minimize data loss in case of any unforeseen event. Regarding the scale of the project, we're well-versed in developing applications that can accommodate and efficiently manage high user volume with substantial interaction frequency. In line with your 20,000 users target, we are skilled at optimizing queries, ensuring fast response times even when the number of interactions/searches per user is as expectedly high as you mentioned. Choosing our team at Our Software means entrusting your project to a group of dedicated professionals with a proven track record of turning complex requirements like yours into real-world solutions. Let's turn this ambitious vision into reality together! Thanks!
$130 USD em 2 dias
6,1
6,1

Hi Mary C. I’m your web developer, ready to turn your project Stripe Merchant & Chat Memory Database Integration (GCP) into reality! I’d love to discuss the details and create something amazing together. Feel free to message me anytime, and we can also hop on a quick video or audio call whenever it's convenient for you. I’ve developed many projects exactly like what you’re looking for. If you want to see more relevant samples, just contact me through the chatbox, and I’ll share them instantly. ★ Why Clients Trust Me 500+ successful web projects delivered 430+ positive client reviews Expert in Python, Cloud Computing, NoSQL Couch & Mongo, Node.js, PostgreSQL, Database Development, Elasticsearch, Stripe, Database Management, API Development WordPress, Shopify, PHP, JavaScript, HTML, CSS, Plugin/Theme Development, Laravel, WebApp Clean, modern, responsive and SEO-optimized designs Fast delivery, great communication, and long-term support Available during EST hours for smooth collaboration If you want a professional developer who delivers quality work on time and stress-free, let’s connect. I’m excited to help build something amazing for you. Best regards, Kausar Parveen
$180 USD em 3 dias
5,5
5,5

⚠️You are not looking for a coder. You are looking for someone who can build this properly. That is exactly why your project stood out.⚠️ Your request to design a scalable Postgres backend on Google Cloud with secure Stripe subscription integration and stable chat memory persistence reflects a commitment to robust, future-proof architecture rather than quick patchwork. This aligns directly with how we engineer systems at DigitaSyndicate. At DigitaSyndicate, a UK-based digital systems agency, we build precision-engineered automation, modern web platforms, and AI-driven systems designed for performance and long-term scalability. Our approach emphasizes intuitive schema design, reliable webhook security, and streamlined deployment workflows that honor your strict boundaries and operational requirements. Having successfully delivered a cloud-native subscription platform with seamless billing and user data integrity for a SaaS client scaling beyond 15,000 users, we are confident in meeting your acceptance tests. Can you share your main priorities and timeline so I can map out the right execution plan for you? Casper M. Project Lead | DigitaSyndicate Precision-Built Digital Systems.
$200 USD em 14 dias
5,4
5,4

Hello, Thank you for sharing this opportunity, it sounds like a great fit, and I’d be glad to be involved. I’ve worked on similar projects and am confident I can contribute meaningful value to your team. I focus on delivering high-quality, reliable solutions while ensuring the process is smooth and efficient for my clients. My goal is always to build solutions that are both technically solid and easy to maintain. You’re welcome to review my profile to see examples of my previous work. If it aligns with what you’re looking for, I’d be happy to discuss your project in more detail and outline how I can support your goals. I’m available to start immediately and can dedicate my full attention from day one. Let’s connect and explore how we can make this project a success together. Looking forward to your response. With Regards! Abhishek Saini
$250 USD em 7 dias
5,5
5,5

⭐Hi, I’m ready to assist you right away!⭐ I believe I’d be a great fit for your project since I have extensive experience in backend development and database infrastructure setup on Google Cloud Platform. My expertise includes integrating Stripe merchant services and implementing persistent chat memory functionalities. Leveraging my technical skills, I can ensure seamless integration without disrupting your existing application logic. With a strong background in relational database management, I will design a robust PostgreSQL schema to support user authentication, Stripe subscription mappings, and chat memory storage. The implementation will prioritize scalability and performance to meet your expected user interactions and retention requirements effectively. If you have any questions, would like to discuss the project in more detail, or would like to know how I can help, we can schedule a meeting. Thank you. Maxim
$50 USD em 5 dias
5,4
5,4

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Stripe Merchant & Chat Memory Database Integration (GCP) . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan
$120 USD em 2 dias
4,9
4,9

Hello Mary C., I am a seasoned backend expert with proficiency in Python, Cloud Computing, NoSQL Couch & Mongo, Node.js, PostgreSQL, Database Development, Elasticsearch, and Stripe. I have a proven track record of successfully integrating complex databases and payment systems. I understand your need for integrating Stripe merchant services and implementing a chat memory database on Google Cloud Platform for your AI Bible Study application. My approach involves setting up a robust PostgreSQL database schema for users, subscriptions, and chat memory, seamlessly connecting to your existing Stripe account with secure webhook implementation, and ensuring efficient operations with minimal latency. I am committed to delivering a reliable solution with clear documentation and providing ongoing support. I invite you to discuss how I can tailor this proposal to meet your specific requirements. Looking forward to the opportunity to collaborate further. Best regards,
$30 USD em 7 dias
5,1
5,1

Hello, I understand you're looking to build a robust database infrastructure on Google Cloud for your AI Bible Study application, focusing on Stripe integration and persistent chat memory. With extensive experience in backend development, particularly with PostgreSQL on GCP, I have successfully implemented similar projects where reliability and performance were paramount. ✅My Plan: - Design and implement a relational database schema optimized for user management, subscriptions, and chat memory. - Set up Stripe webhook integration, ensuring idempotency and security measures are in place. - Develop a lightweight verification process utilizing bash scripts for seamless deployment. - Maintain minimal dependencies and ensure no unnecessary changes to your existing DSL framework. I am committed to delivering a secure and efficient solution tailored to your specifications and ensuring smooth integration without disrupting your application's current functionality. Best regards, Hongqiang Chen
$230 USD em 2 dias
5,0
5,0

Hello! I can help integrate Stripe, set up chat memory, and build the backend infrastructure for your AI Bible Study app on Google Cloud. Here’s my approach: Database: Set up PostgreSQL schema for users, subscriptions, and chat history with indexes for performance and retention. Stripe Integration: Handle subscription syncing, webhook listener for events, and implement access control based on subscription status. Chat Memory: Implement persistent chat storage with cross-device sync and retention policies. Secure Deployment: Use Secret Manager for sensitive info, and provide clear deployment scripts. I have completed so many such projects so far so I can show you the past results if you contact me. Let’s get started! Best, Yulius Mayoru
$50 USD em 8 dias
5,2
5,2

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for Stripe Merchant & AI Chat Memory Database Integration (GCP). I am an experienced full-stack Python developers with skill sets in: Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL AI/ML & Data Science: Model development, training & deployment, NLP, Computer Vision, Predictive Analytics, Deep Learning React, JavaScript, jQuery, TypeScript, NextJS, React Native NodeJS, ExpressJS Web App Development, Web/API Scraping API Development, Authentication, Authorization SQLAlchemy, PostgresDB, MySQL, SQLite, SQLServer, Datasets Web hosting, Docker, Azure, AWS, GCP, Digital Ocean, GoDaddy, Web Hosting Python Libraries: NumPy, pandas, scikit-learn, TensorFlow, PyTorch, etc. Please send a message so we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$230 USD em 3 dias
5,3
5,3

Hi, I am a backend and cloud-focused developer with 8 years of rich experience building secure, production-grade systems on Google Cloud. I am familiar with GCP architecture, Cloud SQL (PostgreSQL), database schema design and indexing for chat applications, Stripe API integration with webhook signature verification and idempotency handling, API development, and secure secrets management using GCP Secret Manager or Kubernetes secrets. I have experience implementing persistent chat memory with efficient retention policies, subscription-based access control backed by Stripe state, and delivering repeatable, bash-first deployment and verification workflows that integrate cleanly into running production systems without refactoring core application logic. I'm an individual freelancer and can work in any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.
$30 USD em 7 dias
5,0
5,0

Building a robust AI Bible Study app requires seamless integration of Stripe for billing and efficient management of chat memory on Google Cloud Platform. The goal is to ensure the system scales effortlessly with a user base of 20,000 while maintaining stability, especially in handling concurrent database connections and preserving chat history efficiently. With extensive experience in backend engineering, particularly with Python and Flask on GCP, I am well-equipped to implement the necessary features. I have successfully integrated Stripe for subscription management and utilized PostgreSQL for scalable database solutions. Implementing connection pooling with PgBouncer will ensure your application remains resilient under high load, while a smart memory retrieval system will optimize chat interactions. Could you share more about your current database structure and any existing solutions for connection pooling? Additionally, I am curious about your preferred timeframe for the completion of this upgrade. Let's discuss how we can achieve these goals effectively.
$120 USD em 3 dias
4,8
4,8

Hello John! I am excited to work on your AI Bible Study backend infrastructure on Google Cloud. With my expertise in GCP, PostgreSQL, and Stripe API, I will seamlessly integrate the Stripe merchant services and persistent chat memory without altering your application logic. I will ensure stable deployment, efficient DB schema setup, and Stripe webhook implementation for access control. Let's discuss how we can achieve this together.
$100 USD em 2 dias
4,6
4,6

As an experienced backend engineer proficient in API development with Python, Node.js and PostgreSQL integration, I'm well-equipped to help you implement Stripe billing and persistent chat memory functionalities for your AI Bible Study app. My adeptness at designing databases and schemas (with a preference for PostgreSQL) will ensure the safe scaling of your application, even with a large user base of 20,000. I have been steadily growing my knowledge on cloud platforms like GCP so as to design reliable architectures capable of handling substantial traffic. Additionally, my previous projects have allowed me to gain deep insights into connection pooling using PgBouncer and troubleshooting issues with connection limits which promises to be crucial for preventing any downtime caused by possible connection spikes. Moreover, my expertise in efficiently working with large language models (LLMs) further aligns with your project requirements of storing complete chat history but fetching only required portions for generating responses. Not to mention my contribution in integrating external services like Stripe APIs for efficient payment processing in applications similar to yours.
$100 USD em 7 dias
4,7
4,7

Hi There!!! The Goal of the project:- IMPLEMENT STRIPE MERCHANT BILLING AND PERSISTENT CHAT MEMORY ON GCP WITH SCALE-HARDENED ARCHITECTURE FOR 20,000 USERS. I have carefully read your project description and understand the need for a PostgreSQL database with user, billing, and conversation tables, Stripe integration with webhooks, connection pooling for scale, and efficient chat memory retrieval with sliding windows. I am the best fit because I deliver production-ready, scalable backend systems with clean architecture, robust testing, and clear documentation. First, design and implement PostgreSQL schema with documented migrations for users, subscriptions, conversations, and messages. Second, integrate Stripe checkout and webhooks with access control based on subscription state and race condition handling. Third, configure PgBouncer for safe concurrent connections and implement chat memory retrieval with a sliding window for token efficiency. Basic services included are database management, backend testing, full source code delivery, UI support for verification endpoints, and essential deployment documentation. I have 9+ years experience as a full stack developer and have completed projects with subscription billing, persistent LLM chat memory, and GCP backend scale hardening. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!
$110 USD em 10 dias
4,7
4,7

⚠️ If you’re not happy, you don’t pay ⚠️ Hello [Client Name], I offer this guarantee by executing projects flawlessly like yours. My expertise lies in backend development, and I'm ready to tackle your AI Bible Study application's database infrastructure on Google Cloud. By utilizing PostgreSQL on Cloud SQL for reliability, your project will seamlessly integrate Stripe services and chat memory, supporting up to 20,000 users efficiently. In a recent project, I designed a robust database schema for a similar chat application, ensuring stable data retrieval and efficient queries. My roadmap for your project includes meticulous database setup, Stripe API integration with webhook handling, and framework testing with minimal latency. Before kicking off, could you clarify the preferred GCP region for deployment to align our strategy effectively? Best regards, Piyush Gupta Senior Web Developer | Backend Development Expert
$150 USD em 2 dias
4,4
4,4

Hi Mary, I have over 5+ years of experience in both frontend and backend development. I will do the specified tasks. Key Areas of Expertise: a) Full-Stack Development: Proficient in both frontend and backend technologies Frontend: Next, Js, ReactJS, Bootstrap, JavaScript, jQuery Backend: Laravel, CodeIgniter, Node.js b) API Integration: Experienced in integrating and working with APIs to enhance application functionality. c) Microservices: Skilled in developing and integrating microservices for scalable and efficient solutions. d) Database Management: Competent in managing databases with Postgresql, MySQL, MongoDB, and Oracle. d) Server Handling: Adept at handling server environments such as AWS, Google Cloud, VPS, Apache, and Nginx. Let’s discuss how I can help achieve your project goals and add value. Lets connect in chat so that We discuss further. With Regards, Sai
$120 USD em 5 dias
4,3
4,3

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