Mobile App Developer Needed — Food Label Scanner App (MAX BUDGET 25,000 RUPEES)

@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. Please consider me and initiate a chat for further detailed discussion. Regards, Anju Logical Soft Tech Pvt Ltd, Indore(M.P)

@NEHABHAT92

As a seasoned mobile app developer with over 9+ years of experience, I am well-equipped to bring your vision of a food label scanning app to life. Honing my skills in iOS and Flutter development, I am confident in my ability to create a user-friendly app that effectively scans ingredients and nutrition tables to provide 'Green', 'Yellow', or 'Red' verdicts based on selected dietary goals. Moreover, my expertise with Firebase can be instrumental in creating a secure, login-enabled platform for your users. Throughout my career, I've developed strong competencies in OCR, and specifically I have experience with Google ML Kit OCR that aligns with your preferences. Applying predefined rule-based logics is also not an issue as it resonates with my existing work style. In addition, if time permits, I can integrate a scanning history feature per user ensuring the app corresponds quintessentially to your needs. What sets me apart is my dedication to transforming client's ideas into reality. One of my primary objectives is delivering work of utmost quality within a reasonable budget and turnaround time. And with regards to project support post-delivery, you can rely on me for free assistance for three months after the project has been handed over to you. Let me turn your innovative food-scanning concept into an exceptional reality! Thank you for your consideration.

@Gilsaydith

Hello. I clearly understand you need a Flutter based iOS and Android MVP using Firebase and Google ML Kit to scan food labels, extract text, and apply rule based health verdicts aligned with user dietary goals. I have delivered similar mobile apps with camera scanning, OCR pipelines, Firebase authentication, and logic driven result screens optimized for performance and accuracy. I am comfortable with the stated budget and can ensure clean architecture, reliable scanning in real world conditions, and a polished user experience suitable for launch. I am fully committed to delivering a stable, high quality MVP that meets your brief precisely, and I look forward to working with you.

@Yupppp

CHECKED THE PDF, LETS START AND DISCUSS MORE OVER CHAT

@softandrew

Hello, I can deliver this rule-based food scanner MVP using Flutter, Firebase Authentication, and Google ML Kit OCR. I’ll implement fast camera scanning, clean text extraction, goal-based health evaluation, clear color-coded results with explanations, dietary goal onboarding, and optional scan history, ensuring smooth performance and a polished user experience on both iOS and Android.

@sibtain0999

As an experienced mobile app developer with a strong focus on Flutter, I fully grasp the requirements outlined in your project for the Food Label Scanner app. I’ve worked extensively with both Android and iOS platforms, and my expertise in using Firebase not only for authentication but also for efficient database management aligns closely with your project stack preference. I believe my skills in UI/UX design will be of great value to this project as I understand the significance of providing users seamless experiences for complex functionalities like camera scanning and OCR text extraction as described in your brief. Moreover, my solid experience with Google ML Kit OCR will ensure smooth integration of this feature into the app. Being committed to delivering bug-free, optimized apps that perform well in all conditions, I will make sure the app's camera performs optimally even in low-light environments. Furthermore, I’ll devise intelligent logic based on your predefined rules to provide accurate health evaluations. Let's connect and build not just a scanner but a solution that ultimately empowers users with making healthier choices regarding their food consumption! Let's build something great together!

@pradeep1415

With over 6 years of experience building high-performance mobile applications, I specialize in developing seamless cross-platform solutions using React Native. I combine my deep background in mobile architecture with expert API integration to deliver pixel-perfect, user-centric apps for both iOS and Android. I am passionate about turning your vision into a high-quality, scalable reality. Let’s collaborate to build your next standout mobile application. Best regards, Pradeep Maretha

@Mayurisharma7619

Hello, I can build your iOS and Android app exactly as you described, using Flutter for a smooth cross-platform experience. Users will be able to scan ingredients and nutrition labels with the camera, even in low-light, and get instant health verdicts (Green, Yellow, Red) based on your rule-based logic. Firebase will handle authentication and data storage, while Google ML Kit will extract text from scans. The app will clearly explain results, highlight problematic ingredients, suggest healthier alternatives, and adapt to user-selected dietary goals. I can also include a scan history feature if time allows. Let's connect on chat Thanks

@shailender18

Hello! Hope you’re doing well — I’d be happy to help you build a smart and user-friendly food label scanner mobile application. I will design and develop a food label scanner app that allows users to scan packaged food labels and instantly view nutritional information, ingredients, allergens, and health insights. The app will use reliable scanning and text recognition technology to ensure fast and accurate results. I’ll focus on a clean, intuitive interface that makes scanning simple and information easy to understand for everyday users. Performance, accuracy, and smooth user experience will be key priorities throughout development. The app can also include features like history tracking, dietary preferences, and alerts for specific ingredients if required. My goal is to deliver a reliable, easy-to-use food label scanner app that helps users make informed and healthier food choices with confidence.

@Darvidva

With my extensive experience as a Flutter developer and my fluency in using AI/ML technologies like Google ML Kit, I believe I'm the perfect fit to bring your Food Label Scanner App to life. I have a proven track record of creating robust and user-friendly applications that integrate seamless API functionalities similar to what you require in this project. Also, with my experience in using Firebase Authentication for user sign-up/login and database management, you can be confident about the technical integrity and security of the app. As an additional value, I have significant experience with OCR (Optical Character Recognition) which is vital for this project. My approach to text extraction using Google ML Kit OCR involves not only extracting text but also cleaning and structuring extracted text. This will significantly improve the user experience on your app by ensuring accurate and well-structured product information for effective health evaluations. Moreover, I understand that this project revolves around predefined rule-based logic instead of custom AI/ML research. I believe in creating practical solutions that enhance user experiences while improving efficiency. Let's build an app together that tackles health choices head-on ;)

@ikhsanarfian

Hi, I’ve reviewed your brief and I’m happy to proceed with this project within the 25,000 budget. I understand you’re building a rule-based iOS and Android app where users scan ingredient lists and nutrition tables from packaged food and receive a clear healthy, okay, or unhealthy verdict based on predefined rules and their selected dietary goal. This is an MVP focused on deterministic logic, not AI or machine learning, and that’s exactly how I would approach it. I can build the app in Flutter for both platforms, using Firebase for authentication and user data, and Google ML Kit for OCR. The camera flow will open immediately after login, support autofocus and torch, and be reliable in low-light conditions. The extracted text will be cleaned and structured before applying your health rules so the results are consistent and explainable. The result screen will clearly show the color-based verdict, explain why the product was flagged, and adapt the evaluation based on the user’s dietary goal. If time allows, scan history can be added without compromising the core experience. Based on the scope described, I estimate delivery in around 5 to 7 weeks, depending on the final rule definitions and feedback cycles. I focus on building stable, production-ready MVPs and keeping communication clear throughout the project. Happy to review the PDF in detail and discuss next steps. Thanks, Ikhsan Arfian Nugraha

@domd49

Hello, I’ve reviewed your brief and the **₹23,000 budget works for me** ? I can build this **rule-based MVP** using **Flutter + Firebase + Google ML Kit OCR** for both **iOS & Android**. I’ve experience with camera-based scanning, OCR text cleanup, Firebase auth, and logic-driven result screens. **What I’ll deliver:** * Firebase email/password authentication * Camera scanner with auto-focus & torch * OCR using Google ML Kit * Clean text extraction for ingredients & nutrition tables * Rule-based health evaluation (Green / Yellow / Red) * Result screen with explanations & alternatives * Dietary goal–based verdict logic * Scan history (if time permits) This will be a **fast, scalable MVP**, not over-engineered with unnecessary AI. **Two quick questions:** 1. Will you provide the **exact rule set** for health evaluation (thresholds for sugar, additives, etc.), or should I help structure them? 2. Do you want the OCR to say **100% on-device only**, or is limited cloud processing acceptable if accuracy improves?

@PCRSTUDIO

Hi I reviewed your Food Label Scanner App app requirement and the part about User Authentication,Camera Scanner stood out. We’ve already built production-ready app on Flutter where performance and scalability were critical and feature is to scan and extract texts. Our focus is on clean architecture so your app supports OCR (Text Extraction) without future rework. Quick question: What’s your expected launch timeline? — PCR Studio

@dushyant317

Hello, I’ve carefully reviewed your project requirements and clearly understand the tasks involved. I have 13 years of experience and strong expertise in the exact skills this project requires. I have successfully delivered similar projects before and can share relevant samples if needed. I will complete this within your expected timeline while maintaining quality and clear communication. I look forward to working with you and contributing sincerely to your project’s success.

@Foraxis

After reviewing your project, I’ve already identified some opportunities to enhance the outcome without unnecessary delays. Your focus on a clean, user-friendly scan and health evaluation tool aligns perfectly with my approach. This sounds like something I’d genuinely enjoy working on, and I’d love to dive in. I bring solid hands on experience and have successfully completed similar projects off site involving Flutter, Firebase Authentication, and integrating Google ML Kit OCR. I understand the need for seamless, rule-based logic that clearly guides users, adapts to dietary goals, and offers actionable insights. My background ensures a smooth, professional app build tailored to your specifications. If this feels like the right fit, I’m ready to start and deliver exactly what you need quickly, professionally, and with no guesswork. Regards, Curtley

@LiamKJ

Identifying user-friendly accuracy and speed in scanning ingredient lists is crucial for delivering clear health assessments that truly aid informed choices. Failing to implement robust OCR combined with tailored verdict logic risks user mistrust and app abandonment. My experience in building precise, rule-based mobile systems ensures reliable text extraction and adaptable health evaluations aligned to personal dietary goals. I’ve completed similar health-focused app projects outside this platform and offer a strategic discount to establish trust and demonstrate value here. Let’s discuss your specific rules or priorities to align development smoothly and meet your quality expectations. Liam Jasson

@annabellep0

This project aligns perfectly with the kind of clean, seamless, and well-structured work I deliver. Your need for a user-friendly mobile app integrating Firebase Authentication and Google ML Kit OCR to provide automated, rule-based health evaluations of scanned nutrition labels stands out as both clear and exciting. I bring expertise in Flutter development, Firebase integration, and OCR implementations, ensuring a professional and integrated user experience. Although I’m new to Freelancer, I’ve worked on multiple real-world projects off the platform and bring that experience here. I would love to chat more about your project! Regards, Annabelle Pretorius

@Jaxan03

Hello, I’ve reviewed the Ingredient & Nutrition Scan App spec (v3) and fully understand the MVP scope. I’ll build a rule-based, informational iOS & Android app with: Firebase email/password auth One primary goal selection at onboarding Live camera scan with torch & auto-focus OCR for ingredient & nutrition labels Hybrid logic (hard RED rules + scoring → Green/Yellow/Red) Clear explanations, ingredient highlights & healthier alternatives Scan history per user PCOS & Diabetes disclaimers Clean architecture, future-ready for multi-goal support. ₹25,000 acceptable. Ready to start immediately. —Anana Jackson | Flutter Developer