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I’m building a mobile experience that feels tailor-made for every user, and I need someone who can weave an AI-driven recommendation engine seamlessly into a single code-base that deploys to both iOS and Android. The core of the project is the intelligence layer: as users interact with the app, the system should continuously learn from their behavior and surface content, offers, or actions most relevant to them—think dynamic home screens, smart push notifications, and in-session suggestions that actually make sense. On the front end, I’m open to Flutter, React Native, Kotlin Multiplatform—or a well-argued alternative—so long as the final binaries run smoothly on the latest versions of iOS and Android with near-identical feature parity. For the AI component, you’re free to leverage TensorFlow Lite, Core ML, or a cloud-hosted model (AWS, GCP, or Azure) if latency remains low and user data is handled securely. Clean architecture, clear state management, and modular code are must-haves so future features can slot in without a rewrite. I’ll supply initial UI wireframes, endpoint specs, and sample datasets; you’ll turn them into a polished app that ships to TestFlight and Google Play Internal Testing. If you have an approach to cold-start problems, offline inference, or real-time cohorting, let’s hear it. When you respond, focus on your direct experience building recommendation systems or personalization engines inside production mobile apps, and anything that shows your ability to deliver stable cross-platform code.
Project ID: 40522187
35 proposals
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Active 7 days ago
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35 freelancers are bidding on average $50 USD for this job

With my vast experience spanning over 8 years, I have honed my skills to be proficient in providing cross-platform mobile solutions that are scalable, clean and user-friendly. I've built and maintained a diverse range of mobile apps on various platforms including iOS, Android, Flutter and React Native. Notably, I've successfully completed projects involving ride-hailing apps, food delivery apps, wellness apps, GPS tracking, WebView apps, push notifications and more—demonstrating my knowledge of what it takes to execute a project effectively and efficiently. In relation to your specific project requirements, I am comfortable working with the most up-to-date technologies like TensorFlow Lite Core ML or AWS, GCP, or Azure for cloud-hosted models. My knowledge of Flutter, React Native and Kotlin Multiplatform ensures a smooth deployment on both iOS and Android while maintaining near-identical feature parity—a key aspect for your project. Additionally, my strong command over Swift/SwiftUI, Objective-C/UIKit for iOS App Development and Java/Kotlin/Firebase for Android App Development comes in handy for any bug fixing or performance improvemen
$20 USD in 7 days
6.2
6.2

Hi, I have 5+ years of experience in Flutter. I will design and develop a fully functional Flutter mobile application for your business. The app will be cross-platform, responsive, and optimized for both Android and iOS. I will ensure smooth navigation, clean UI, and reliable performance. My Skills Include: a) Flutter Development – Expertise in building cross-platform mobile apps with responsive UI. b) State Management – Experienced in Provider, Riverpod, and Bloc for scalable apps. c) Backend Integration – Skilled in connecting apps with REST APIs, Firebase, and third-party services. d) Database Handling – Proficient in Firebase Firestore, MySQL, and SQLite. e) Deployment & Support – Experienced with publishing apps on Google Play Store and Apple App Store. Please share your ideas or reference apps, and I’ll help bring your vision to life. Lets connect in chat so that We discuss further. With Regards, Sai
$30 USD in 1 day
5.9
5.9

Hello, Your project aligns well with my experience building AI-powered and cross-platform mobile applications. Over the past 10 years, I’ve worked on products such as Facewow (AI Headshot Generator), FITLOV (Fitness App), ZeboLive (Live Streaming Platform), and RemitAssure (Fintech App), where personalization, user engagement, and scalable architecture were key requirements. For your app, I’d recommend React Native or Flutter with a cloud-based recommendation engine (AWS/GCP/Azure) to deliver dynamic home screens, smart notifications, and personalized in-app suggestions while maintaining low latency and secure data handling. I can help with: • AI-driven recommendation systems • User behavior tracking & analytics • Cold-start strategies • Real-time cohorting & personalization • Offline-friendly architecture • TestFlight & Google Play deployment I focus on clean, modular code, scalable state management, and delivering production-ready apps with feature parity across iOS and Android. I’d be happy to discuss the AI architecture and personalization strategy for your product. Thanks, Pooja
$20 USD in 7 days
5.2
5.2

Hi there, I will embed an Artificial Intelligence-driven Recommendation System into a single Flutter codebase and ship TestFlight and Google Play Internal Testing binaries. I'll combine on-device TensorFlow Lite inference with an AWS-hosted ranking API for low-latency, privacy-aware personalization. - Build the Recommendation System pipeline: train, export to TensorFlow Lite, and provide AWS ranking API endpoints. - Integrate personalization into Flutter: dynamic home screens, smart push notifications, in-session suggestions, and produce TestFlight/Google Play Internal Testing builds. - staged deployment with backup checkpoint and post-deploy validation Skills: ✅ Flutter ✅ TensorFlow Lite ✅ Recommendation System ✅ AWS ✅ TestFlight / Google Play Internal Testing ✅ privacy-safe model hosting Certificates: ✅ Microsoft® Certified: MCSA | MCSE | MCT ✅ cPanel® & WHM Certified CWSA-2 Available now, For the initial TestFlight/Internal release, would you prefer an on-device cold-start handled by TensorFlow Lite heuristics or a cloud-first cohorting model for real-time personalization? $30 , 1 day.
$30 USD in 1 day
4.4
4.4

I specialize in building AI-powered mobile apps that deliver personalized user experiences across platforms. I understand you want a tailored, seamless experience that adapts to each user’s preferences. I have developed multiple cross-platform apps using AI algorithms to customize interfaces and content dynamically. My work ensures smooth performance on both iOS and Android devices. I focus on integrating AI models with clean code and user-centered design. Happy to review your project details and discuss how we can bring your vision to life.
$20 USD in 7 days
4.2
4.2

Since I began my journey as a programmer, my undying fascination and dedication have seen me develop versatile skills that are perfectly in line with your project. Having worked profoundly in PHP, HTML, CSS, and API integrations over the past several years, I am confident in my ability to weave together an AI-powered recommendation engine seamlessly into a single code-base for cross-platform deployment on iOS and Android. Speaking specifically to your project's front-end requirements, my proficiency spans across multiple platforms including Android, Flutter and React Native. I am open to employing any of these technologies or even exploring well-grounded alternatives in order to ensure smooth running of the final binaries on the latest versions of both iOS and Android. Equally important is my commitment to maintaining near-identical feature parity in this multiplatform scenario. When it comes down to the AI component, I deeply understand the significance of maintaining utmost data latency. I have had significant experience working with technologies like TensorFlow Lite, Core ML as well as leveraging cloud-hosted models on AWS, GCP and Azure. My aim is to both maintain low latency while ensuring user data is meticulously handled for maximum security.
$20 USD in 7 days
3.3
3.3

Creating a truly personalized mobile experience can be a complex challenge, especially with the need for a seamless AI-driven recommendation engine. With over 12 years of experience in building robust cross-platform applications, I specialize in integrating intelligent systems that adapt to user behavior. I have hands-on experience with technologies like Flutter and React Native, which are ideal for your project’s requirement of a single codebase for both iOS and Android. Leveraging TensorFlow Lite or AWS for the AI components ensures low latency while maintaining data security. In previous projects, I successfully developed personalized content delivery systems that utilized real-time data analytics and machine learning algorithms—addressing cold-start issues effectively while ensuring smooth offline experiences. I’m excited about the prospect of transforming your wireframes into a polished app ready for TestFlight and Google Play Internal Testing. Could you share more about the specific types of recommendations you envision for users as they interact with the app?
$30 USD in 7 days
3.4
3.4

Hello, I have experience building AI-powered recommendation systems and cross-platform mobile applications using Flutter and React Native. I can develop a scalable personalization engine that learns from user behavior, powers dynamic content recommendations, smart notifications, and real-time user engagement. My approach includes a modular architecture, secure data handling, low-latency recommendation APIs, and support for cold-start strategies, offline inference, and user segmentation. I can deliver production-ready iOS and Android apps with clean code, robust state management, and deployment support for TestFlight and Google Play. I’d be happy to discuss the recommendation logic, AI stack, and timeline in more detail. Best regards
$20 USD in 7 days
2.8
2.8

Hello, I carefully reviewed "AI-Powered Cross-Platform Personalization App" and fully understand the project requirements. With my experience in Mobile App Development, React Native, I can deliver exactly what you're looking for with attention to quality, performance, and detail. I’m ready to start immediately and would be happy to discuss any specific requirements or questions you may have. Looking forward to working with you. Best regards, Umer
$20 USD in 1 day
2.4
2.4

Hi, I can integrate an AI-driven recommendation engine seamlessly into a cross-platform mobile app that deploys to both iOS and Android. Users will experience dynamic home screens, smart push notifications, and personalized in-session suggestions based on their behavior. I have experience with Flutter, React Native, and Kotlin Multiplatform. For this project, I would prioritize clean architecture, clear state management, and modular code to ensure future feature integrations without rewrites. A key challenge is ensuring near-identical feature parity on both platforms while maintaining low latency and secure user data handling. I address this by leveraging TensorFlow Lite, Core ML, or cloud-hosted models to optimize performance. I will provide a polished app that ships to TestFlight and Google Play Internal Testing, incorporating your UI wireframes, endpoint specs, and datasets seamlessly. Let's discuss the details via chat. Regards,
$30 USD in 2 days
2.0
2.0

Hey there, I read your project details and understand that you need a cross-platform mobile application with AI-powered personalization, seamless user experience, and scalable backend integration. I have experience building Flutter applications, AI-integrated solutions, API integrations, and custom mobile platforms. I can deliver a secure, responsive, and user-friendly application that meets your requirements while ensuring performance and future scalability. I can provide the best solution for your project according to your budget while ensuring quality development and timely delivery. Thanks Rohit
$20 USD in 7 days
1.3
1.3

Hello Mate!Greetings , Good morning! I am skilled mobile developer with skills including Mobile App Development, Android, React Native, Flutter, Artificial Intelligence, PhoneGap, iPhone, Azure and Recommendation System. Please contact me to discuss more regarding this project. Looking forward to hearing from you soon
$10 USD in 3 days
0.0
0.0

I’ve built recommendation engines integrated into React Native and Flutter apps with TensorFlow Lite and Azure ML—so this is right in my wheelhouse. My approach: I’ll scaffold a clean, modular architecture in Flutter, using Riverpod for state and a hybrid local/cloud inference pipeline (TFLite for offline, Azure ML for real-time cohorting). Cold-start handled via content-based fallbacks; session data synced via Firestore with optimistic updates to prevent UI jank. Validation includes A/B testing hooks and crash-free analytics. I’ll ship to TestFlight and Play Internal Testing with minimal drift. I can start immediately.
$20 USD in 1 day
0.0
0.0

Rough numbers above are just placeholders, we'll nail down the real budget and timeline after a quick chat about scope. What you're describing is essentially a living app - one that gets smarter the more someone uses it. Dynamic home screens that shift based on behavior, push notifications timed to actual intent rather than a schedule, in-session suggestions that don't feel random. The AI layer is the product here, not a bolt-on feature, so the architecture needs to treat it that way from day one. Getting cold-start right and keeping inference latency low are the two things that usually separate a personalization engine that actually works from one that just sounds good in a spec. Here's how we'd approach this: - Cross-platform shell: Flutter is our first pick here, single codebase, near-identical UX on both platforms, and it plays well with native ML bridges. We'd target TestFlight and Google Play Internal Testing from the first build. - AI and recommendation layer: We'd start with a cloud-hosted model (AWS SageMaker or Azure ML) for initial training, then distil a lightweight version to TensorFlow Lite for on-device inference. That covers offline scenarios and keeps latency tight. - Cold-start handling: New users get cohort-based defaults from your sample datasets until we have enough signals. A short onboarding preference flow bridges the gap fast. - State management and architecture: Clean architecture with BLoC or Riverpod, feature modules that can be dropped in later without touching core. Recommendation events flow through a lightweight event bus so the UI stays decoupled from the AI calls. - Push notifications: Firebase Cloud Messaging with server-side trigger logic tied to the model's output, not a fixed schedule. Sends when the signal is strong, not just because a cron job fired. Once we've had a short scope call and gone through your wireframes and endpoint specs, we'll put together a proper proposal document with milestones, deliverables, and firm pricing. Would a 20-minute call this week work to walk through the wireframes and talk through the model approach? Best, 96 Studio
$30 USD in 30 days
0.0
0.0

Hi, I'm excited about the AI-Powered Cross-Platform Personalization App project. You’re looking to create a mobile experience that adapts to each user through a smart recommendation engine. I can help you build this by integrating AI that learns from user interactions, ensuring the app delivers relevant content and suggestions in real-time. With 7+ years of experience in mobile app development, I've worked on similar projects where I implemented recommendation systems that not only enhance user engagement but also improve retention. For your app, I can leverage Flutter or React Native for a smooth cross-platform experience, and I’m familiar with TensorFlow Lite for the AI component. I appreciate the importance of clean architecture and modular code, which will make future enhancements easier. One aspect I’m curious about is your strategy for handling cold-start problems with new users.
$10 USD in 1 day
0.0
0.0

Hi what will make or break this app is whether the recommendations actually improve as users interact with it. The mobile app itself is important, but the real challenge is turning user behavior into useful suggestions, personalized content, and notifications that feel relevant rather than random. I've been building mobile applications for 15+ years, including the last 4+ years with Flutter. I've also worked on applications that use user activity, preferences, and engagement patterns to drive personalized experiences, content discovery, and user-specific workflows. For this project, I'd recommend starting with a flexible recommendation architecture that can handle new users, learn from interactions over time, and support future improvements without requiring major changes to the mobile app. I can share my portfolio and live app links for review. I wanted to understand one thing do you already have a recommendation strategy in mind, or are you looking for guidance on how user behavior should influence content, offers, and notifications? If you can share the wireframes and sample datasets, I can review them and suggest the most practical approach before development starts. Regards, Manish P.
$70 USD in 15 days
0.0
0.0

Hey — saw your post about building an AI-powered cross-platform personalization app. The biggest challenge with apps like this is making sure the AI adapts truly in real-time without lag or glitches. Are you set on a specific AI framework, or open to suggestions that might better fit mobile constraints? I’ve developed similar personalized user experiences that balance AI power and smooth performance. If you send over your current specs or wireframes, I can take a look and share some quick feedback.
$20 USD in 7 days
0.0
0.0

I can develop your AI-powered personalization app tailored for a seamless cross-platform mobile experience. I understand you want a unique, user-centered design that adapts dynamically to individual preferences. I have experience building AI-driven mobile apps that focus on real-time customization and smooth user interactions across platforms. My technical skills include AI integration and mobile development frameworks. My approach involves close collaboration to define key features and iterative testing to ensure the app feels truly personal. I would love to chat more about your project!
$20 USD in 7 days
0.0
0.0

Hey — saw your post about building an AI-powered cross-platform personalization app. The biggest challenge here is syncing user preferences seamlessly across devices without lag or data loss. Quick question: Are you set on a specific AI framework, or open to recommendations that balance accuracy and performance? I’ve built similar personalized user experiences that run smoothly across both iOS and Android. If you send over any existing specs or design drafts, I’ll take a look and share how we can hit your goals efficiently.
$20 USD in 7 days
0.0
0.0

Hey — saw your post about building an AI-powered cross-platform personalization app. The biggest challenge here usually lies in syncing user preferences seamlessly across devices without lag. Are you planning to use an existing AI framework or build custom models from scratch? I’ve helped launch personalized apps that balance real-time data with smooth cross-device performance. If you send over any specs or mockups, I’ll take a look and share some ideas.
$20 USD in 7 days
0.0
0.0

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