Metabolism AI Fitness App

@Microlent

I’ve built AI fitness and nutrition flows before and I understand your goal isn’t just a cross-platform app, but a metabolism-adaptive engine paired with a food-vision model. I can deliver both in a single Flutter or React Native codebase with native-level performance. For the meal analyser, I propose a vision model fine-tuned on food datasets (Food-101, Recipe1M) or a calibrated API for faster MVP accuracy; nutrition AI can run either on-device or via a lightweight cloud inference layer using user metabolic inputs. I’ll build the social feed, posts, follows and comments, plus analytics and release-ready builds for both stores. I can share examples of on-device ML and cloud-AI nutrition projects I’ve shipped. MVP can be ready in 6 to 8 weeks. Best, Jenifer

@infowider11

***** Cross-Platform Fitness App with AI-Powered Personalization **** Hello, How are you? I am able to Develop a single fitness app for iOS and Android that adapts to each user’s metabolism, combining AI-driven nutrition guidance, visual meal analysis, and a lightweight social ecosystem. The app will be performant, scalable, and compliant with App Store and Google Play guidelines. Core Features: 1. Metabolism-Driven Nutrition AI • Personalized diet recommendations based on user-input or synced metabolic data. • Adaptive suggestions that evolve as user metrics or habits change. 2. Image-Based Meal Analyzer • Users snap a photo of any meal; the AI estimates calories and macros. • High accuracy supported by a trained vision model, optimized for mobile inference. 3. Social Layer • Users can post meals, progress photos, or workout stats. • Follow friends, like/comment on posts, and exchange feedback without leaving the app. Let’s chat… Thanks

@corpmember29

Hello! >>>> Multi languages (English and Spanish )) <<<< I have read your requirements carefully and fully understand the project scope. I am confident in delivering a Metabolism AI Fitness App with cross-platform support (iOS & Android), integrating Metabolism-driven Nutrition AI and Image-based Meal Analyzer, along with a lightweight social layer for posting meals, progress, and interactions. I have over 10+ years of experience in the relevant technologies and will approach the project in stages using Agile methodology—starting with wireframes and UI/UX design, followed by development, AI model integration, testing, and deployment. I WILL PROVIDE 2 YEARS OF FREE ONGOING SUPPORT AND COMPLETE SOURCE CODE. We will assist you from zero to publishing on stores. ***Core Features **** Metabolism-Based Nutrition AI: Personalized diet plans generated from user metabolic data or synced health metrics. Image Meal Analyzer: Snap a photo → AI estimates calories, macros, and portion sizes. Social Layer: Users can post meals, progress, workouts; follow friends; like/comment within the app. Cross-Platform App: Single codebase for iOS & Android (Flutter/React Native). AI Integration: On-device or cloud inference for meal analysis and nutrition recommendations. User Dashboard: Daily intake, progress tracking, goals, reminders. Analytics + Insights: Basic usage metrics and behaviour tracking. Release-Ready Builds: App Store + Google Play compliant binaries. Thanks

@irsolutions

I specialize in developing cutting-edge AI-driven fitness apps, and I understand your need for a Metabolism AI Fitness App that caters to individual user's needs. With my expertise in AI/ML development and experience in building health-related solutions, I am confident in delivering a seamless and user-friendly app that integrates metabolism-driven nutrition AI and an image-based meal analyser. In the past, I have successfully developed health and wellness apps that have provided personalized recommendations and analyses for users, achieving significant results in improving their overall fitness journey. My experience in building social features within apps will ensure a cohesive and engaging platform for users to connect with each other. I am well-versed in cross-platform development using Flutter and React Native, ensuring that the final binaries meet App Store and Google Play guidelines while performing natively on both iOS and Android devices. I have a proven track record in integrating AI models and ensuring optimal performance through on-device AI or cloud inference. I am excited to bring your vision to life and would love to discuss further details on how we can collaborate to create a successful Metabolism AI Fitness App. Let's work together to make your project a reality.

@mikelilei82

Hi there, I am Lei, a software developer with over 18 years of experience. I have carefully read through your project requirements for the Metabolism AI Fitness App. To achieve the goals of the project, I propose utilizing a cross-platform stack such as Flutter to ensure smooth operation on both iOS and Android platforms. I will integrate specialized AI modules for metabolism-driven nutrition recommendations and image-based meal analysis. Additionally, I will incorporate a lightweight social layer for user interaction within the app. With my expertise in mobile development, particularly in Flutter over the past 3 years, I am confident in delivering a high-quality, performance-driven app. My background in backend development will also ensure seamless integration between frontend and backend components. You can view my portfolio at https://www.freelancer.com/u/mikelilei82 Please feel free to initiate a chat to discuss your project further. Thanks, Lei

@technosystem

Having worked extensively in developing and publishing Android and iOS apps, including social platforms, I understand the intricacies of building a reliable and user-friendly app just like the Metabolism AI Fitness App you're envisioning. My experience spans across sectors, allowing me to bring a unique perspective to its development for your target audience. Equally comfortable with native frameworks such as Flutter, React Native, or other efficient cross-platform stacks, I'll ensure that the final binaries meet App Store and Google Play store guidelines while still performing at native speeds. This means your users will have a seamless journey through your app's features, while enjoying its core AI capabilities. When it comes to training or sourcing the vision model for calorie estimation, I bring with me a deep understanding of on-device AI as well as cloud inference for maximum flexibility. Adhering strictly to efficient timeline management, I aim to provide you with an easily testable MVP that will demonstrate not just the effectiveness of your app's personalised nutrition recommendations but also its social ecosystem where users can connect, post,and exchange feedback seamlessly.

@contriverz

As a seasoned full-stack web and mobile app developer, I have depth of experience working on a variety of platforms which makes me the perfect candidate to lead your innovative Metabolism AI fitness app project. With over a decade of strong project management experience overseeing 180+ successful web design/development projects, comprising the likes of Ionic and React Native mobile app development which you prefer. I can flawlessly execute this cross-platform app using the most efficient stack for both iOS and Android platforms while accounting for all given guidelines. Regarding training or sourcing the vision model for calorie estimation, I am no stranger to patching in vision models for data-driven features having worked extensively with Ionic and React Native. My track record verifies my reliability, honesty and ability to deliver accurate results within strict timelines. Not only have I proven deep knowledge about AI methods like Cloud inference but also developed an acute acumen when dealing with complicated cloud services or APIs, streamlining backend operations and managing large databases. Regards Dinesh L

@kamran2012

Hello, I will build your fitness app so it works smoothly on both iOS and Android and gives each user guidance that fits their own metabolism. The app will use two main AI features. One will provide food and nutrition advice based on the user’s metabolic data. The other will let users take a photo of their meal and get a rough estimate of calories and macros. Both features will be designed to feel fast and simple to use. I will also add a light social section where users can share meals, progress photos, or workout stats, follow friends, and comment without leaving the app. The design will stay clean and easy to navigate so people can focus on their goals. For the build, I can use Flutter or React Native to create one codebase that works well on both app stores. For the meal photo feature, I can use an already trained vision model or fine tune an existing one to get better accuracy. The AI can run on device or cloud, depending on what gives the best performance. Looking forward to discussing further. Regards, Kamran.

@mobiappsoftware

Hello, I will develop your FITNESS MOBILE APPLICATION for Android and IOS both platforms with Web admin panel. I am Tulsiram. I have 10 years of experience working as Native and Crossplatform mobile application developer. I am understood your requirements. I am glad if we are working together. If you interested then let's connect. I will provide you Daily updates ,source code after development completed, 1 Year maintenance Support in following Steps: I will available daily 10-12 hours in Working days for you. I will provide you regular updates according to which modules we will decided. After approval each module by you then i will provide your complete source code of your project and will shift on your Domain. Thanks

@shivmirthyusl

Hi, thanks for posting this exciting project! I’d love to help you build the Metabolism AI Fitness App, and the exact budget will be provided after discussion as requested. My approach would focus on creating a smooth, fully cross-platform MVP using either Flutter (preferred for performance and UI consistency) or React Native, depending on your final preference. I will handle everything end-to-end—AI model integration, UI/UX, social features, analytics, and release-ready builds for both stores. ? Vision Model for Calorie Estimation For the image-based meal analyser, I can: Fine-tune an open-source vision model such as EfficientNet/ViT on curated food datasets (Food-101, Recipe1M) for calorie + macro regression, or Use a hybrid approach with cloud inference for high accuracy and on-device optimisation (TensorFlow Lite / Core ML) for faster predictions. ? Metabolism-Driven Nutrition AI This module would combine user-provided metabolic data with a recommendation engine built on lightweight nutrition ML models or third-party APIs if that accelerates development. ⏱️ Timeline A testable MVP in 6–8 weeks, including core AI features, social feed, and basic analytics. Happy to discuss technical details and refine scope! Best, SNR

@nikhilgarg96

Hi, As an experienced and versatile developer with expertise in several cross-platform development frameworks, including React Native and Flutter, I am ready and equipped to bring your Metabolism AI Fitness App vision to life. The core of this project requires not only the technical skills to build a native app that runs smoothly on both iOS and Android, but also the ability to seamlessly integrate complex AI modules - which I have proven experience in doing. My deep understanding of both front-end and back-end technologies is a significant asset for your project, guaranteeing that every aspect - from model integration, UI/UX design through to basic analytics - will be expertly handled. Additionally, my familiarity with cloud services and third-party APIs will ensure that the app's performance remains top-notch while adhering to App Store and Google Play guidelines. Furthermore, my prior experience in mobile app development for different domains has provided me with the proficiency this project warrants. Thanks....

@pinkeegupta

Hi I have read your requirements and I am sure I will be able to help you. Please message me so that we will have detail technical discussion. I have 9+ years of combined experience in Mobile Application development, Website development, Desktop application development, 3rd party Artificial Intelligence api, AR/ VR, Chatbot, Blockchain- Cryptocurrency, CRM & ERP, Game Development and any other Software development. I am having expertise in Native on Android Java, kotlin and IOS Swift, and For Hybrid Cross platform on Flutter Dart, and for web and backend on react js and node js, Python Django, Power BI, Scikit-learn, Data Science AI ML, PyTorch, TensorFlow, SparkML , java spring boot and php CodeIgniter mvc. Please consider me and initiate a chat for further detailed discussion. Regards, Anju

@ciss26

Hello there Hope you are doing well as you are looking for a "Build a FITNESS MOBILE APPLICATION " so will make the same as you want , I have already develop and Design the so many Application , - I will use latest technology to develop your Application - I will share daily update with you - I Will deliver your project within timeline - After project completion will share complete source code - I will provide 1 year support our develop work - I have 10+ year experience in Web & App development - I will make the 100% responsive design , fast loading , SEO friendly and all - I will provide you super admin panel there you can manage the whole thing Please initiate the chat so will discuss together and all Thanks & Regards Dheeraj K.

@vipinjain1213

Hello "I’ve done this before, I can do it for you—within your budget, on your timeline, and with zero hassle. Let’s get started today!" under 4000 I will **develop Metabolism AI Fitness App**** Let’s DISCUSS YOUR PROJECT IN MORE DETAIL TO START WORKING ASAP Regards Vipin

@a4logic

As a member of one of the largest web service provider teams in Pakistan, we offer a wide array of digital services, all rooted in the latest technology. We pride ourselves on our commitment to exceptional customer service and focus on exceeding client expectations, ensuring a "WOW" factor for every project. With strong expertise in Android and mobile app development, our team is well-suited to bring your Metabolism AI Fitness App vision to life. Regarding the specialized AI modules crucial to your app, we have extensive experience with training and sourcing sophisticated vision models. Our advantage is that we're also adept in integrating these models efficiently, both on-device or leveraging the cloud for inference when necessary. We believe this hybrid approach will optimize speed, accuracy, and compatibility with various devices while mitigating any latency issues. Finally, let's discuss our anticipated timeline. Building an innovative app like yours requires a comprehensive development plan. We remain committed to delivering a testable MVP within a reasonable timeframe without compromising quality or functionality. Creativity, precision, and commitment will be at the core of our work together to ensure your project reaches new heights and creates a positive impact on users' fitness journeys. Let's turn your dream project into reality together!

@LiveExperts

Hello, As a part of the Live Experts team, specializing in Android and Flutter development, we are more than equipped to handle your ambitious Metabolism AI Fitness App project. Our diverse skills include Machine Learning, Deep Learning, and Artificial Intelligence, all of which will prove indispensable for developing the core functionalities of your app - especially the Metabolism-driven Nutrition AI and Image-based Meal Analyser. Our experience in Software Development including languages such as Python, Java, and cloud computing reflects our adaptability and essential expertise towards efficient model integration, UI/UX design, basic analytics and release-ready builds for iOS and Android platforms - all in compliance with App Store and Google Play guidelines. If necessary, we are well-versed in using third-party APIs and cloud services that can expedite and streamline development. In terms of training or sourcing the vision model for calorie estimation on-device AI or cloud inference, our profound understanding of TensorFlow, Keras and OpenCV can be an invaluable asset. We prioritize your satisfaction and promise to transform your unique concept into a compelling reality that helps improve users' health with precision nutrition advice. Contact us today; it'll be a pleasure to discuss your project further! Thanks!

@hireageek

Hi there, I’m excited about the opportunity to work on your Metabolism AI Fitness App! As a top freelancer based in California, I have extensive experience in building cross-platform apps using modern frameworks like Flutter and React Native. I understand how crucial personalized nutrition and seamless user experience are to your vision, and I'm here to make that a reality. My approach includes integrating a robust metabolism-driven Nutrition AI that leverages user data to offer tailored diet plans, alongside a cutting-edge Image-based Meal Analyzer for accurate calorie tracking. I’ll ensure that every aspect of your app, from model integration to a smooth user interface, conforms to App Store and Google Play guidelines. I can deliver a testable MVP within 8 weeks, streamlining the process with the best cloud services to enhance performance without compromising functionality. What specific metabolic data points do you envision users inputting or syncing with the app? Thanks,

@DeveloperStation

Hi anaanillaana, We’ve developed several fitness apps with features like meal logging, workout tracking, and social sharing, so we understand what users want. We also have experience with AI-driven solutions, including a product that uses computer vision to analyze food images and extract nutritional data. For your app, we’d use a combination of on-device and server-side models to optimize performance and accuracy. We can also integrate with third-party APIs to enhance the model’s capabilities. We’re fully equipped to handle all aspects of the project, from backend development to mobile app publishing. Let’s schedule a 10-minute call to discuss your vision in more detail and see if I’m the right fit for your project. Best, Adil

@MashoodurRehman1

I am an experienced software developer with a solid background in AI and mobile app development, particularly in creating cross-platform applications using Flutter. I have previously designed and implemented machine learning modules focused on personalized nutrition and food recognition, which directly aligns with your "Metabolism AI Fitness App". My experience with integrating AI on-device and managing cloud inference solutions ensures optimized performance for both iOS and Android, meeting all store guidelines effectively. For the Metabolism-driven Nutrition AI, I propose using TensorFlow Lite for on-device processing, ensuring efficient performance during calorie and macro estimation from images. I have previously developed similar systems involving image-based analysis and can leverage pre-trained models to accelerate development. My expertise in setting up social layers and analytics integrations will enhance user engagement and data-driven insights. I would like to better understand your timeline expectations for the MVP. Please let me know if you require a detailed breakdown of the proposed solution. Thank you.