AI-Driven Fishing Achievement Mobile App

@Microlent

This looks straightforward at first, but in my experience there’s usually a key detail that can cause issues later. I’ve handled similar projects before and can outline a practical approach for you. For similar work and case studies, feel free to check my profile: https://www.freelancer.com/u/Microlent Let me know if you I'd like me to walk you through the plan. – Rajesh Rolen

@corpmember29

Hello, I understand you need a lightweight but scalable Fishing Achievement MVP where users can capture/upload fish photos, identify species using an AI API, and store catches inside a personal Fish Bucket collection with editable records and achievement tracking. The app flow is clear: user login → upload/capture fish image → AI recognition → save catch → manage/view collection with details, notes, confidence score, and optional location. 1. I would use Flutter + Firebase (Authentication, Firestore, and Firebase Storage) for fast cross-platform MVP delivery. 2. For AI recognition, I would recommend iNaturalist API or Google Vision depending on accuracy and API limitations. 5. Yes, full source code and setup documentation will be included. 6. Included: authentication, image upload/capture, AI recognition integration, Fish Bucket gallery, detail pages, CRUD operations, Firebase setup, and test build. Excluded: advanced social features, offline sync, real-time chat, admin dashboard, or custom AI model training. 7. I have experience building Flutter/Firebase apps with image uploads, AI/API integrations, user authentication, and scalable MVP architectures.

@doomshellsl

Hi, We’re Doomshell Software Pvt. Ltd. with 20+ years of experience, and we build fast, scalable MVP mobile apps with clean UX and reliable API integrations—perfect for your AI-driven fishing achievement app. Our approach: MVP App Development • Flutter (or React Native) for fast cross-platform delivery • Clean UI for photo capture/upload and smooth user flow • Secure authentication (email/Google/Firebase) AI Integration • Integrate Google Vision / iNaturalist API for fish recognition • Display species, confidence score, and optional description • Optimized API handling for speed and accuracy Data & Storage • Firebase/Supabase backend with image storage (Cloudinary/Firebase Storage) • “Fish Bucket” system with gallery, detail view, edit/delete features Delivery & Simplicity • Working APK/test build within timeline • Clean source code + setup documentation • Lightweight, scalable MVP structure Why our agency: Strong experience in mobile apps + API integrations Fast MVP delivery with clean architecture Focus on usability and performance Quick questions: • Do you prefer Google Vision or iNaturalist for better fish-specific accuracy? • Should location be auto-captured (GPS) or manually entered by users? We can deliver a functional MVP within your scope and timeline. Best regards

@extreamcode

Hi there, You’re not just building a catch log, you want something light, accurate, and satisfying enough that anglers will keep using after the first catch. I’ve built mobile products around API-driven workflows, user accounts, media upload, and structured record management, and this MVP is a strong fit for Flutter + Firebase. I’d use Flutter, Firebase Auth, Firestore, and Firebase Storage, with an existing image recognition API such as iNaturalist or Google Vision depending on fish-species reliability for your target region. The app will include auth, photo upload/capture, AI recognition with confidence score, Fish Bucket gallery, catch detail view, and edit/delete flows. Full source code, backend setup, README, and a test APK can be included. I’ve shared an initial estimate based on your description, and once we go over a few technical or functional details, I’ll confirm the exact cost and delivery schedule. I can complete this within your NZD 100 budget for a lean MVP in 7 days. Exclusions would be advanced social features, offline sync, admin panel, and custom AI model training. Do you want recognition optimized for New Zealand species specifically? Should location be manual only, or GPS-enabled if permission is granted? For Google login, do you want it in the MVP or keep auth simpler for version one? Looking forward to your reply so we can finalize the exact plan. Would you like me to build the MVP in Flutter with Firebase and iNaturalist first, or do you already ha

@mrresearcher99

Hello, I have 10+ years of experience in mobile app development using Flutter, React Native, Firebase, Supabase, and AI/API integrations. I have worked on image-recognition apps, cloud-based mobile platforms, and MVP products focused on fast delivery and scalable architecture. Answers to your questions: 1. Stack: Flutter + Firebase (Authentication, Firestore, Storage) 2. AI API: I would recommend iNaturalist API or Google Vision combined with species classification logic depending on accuracy requirements and API limitations. 3. Budget: The requested NZD $100 budget is quite low for the complete scope, but I’m open to discussing a simplified MVP version within budget. 4. Timeline: Approximately 5–7 days for the MVP version. 5. Source Code: Yes, complete source code will be included. 6. Included Features: Authentication, upload/capture, AI recognition, save/edit/delete catches, Fish Bucket gallery, Firebase backend setup. Excluded Features: Advanced offline sync, social sharing, gamification, live maps, premium UI animations, or custom AI model training unless added later. 7. Similar Experience: I have worked on AI-integrated mobile apps, media upload systems, Firebase-based applications, and achievement/tracking style platforms with cloud storage and real-time database handling. I’d be happy to discuss the MVP scope and best approach to keep the app lightweight, scalable, and within timeline expectations. Best regards

@Srashtasoft

I can develop your Fishing Achievement MVP using Flutter, Firebase, and AI fish recognition API with a clean Fish Bucket gallery, catch tracking, and image recognition system within 5–7 days. I can build a responsive mobile app where users can upload fish photos, identify species using AI APIs, and save catches into their personal achievement collection. Features included: • User authentication • Fish photo upload/camera capture • AI fish recognition with confidence score • Save/edit/delete catches • Fish Bucket gallery & detail pages • Firebase backend and storage integration You will receive full source code, APK build, setup documentation, and demo video upon completion. Looking forward to building this exciting fishing app with you.

@zainalitariq245

Hi, I understand you need a lightweight Fishing Achievement MVP app where users can upload fish photos identify species using AI and save catches into a personal Fish Bucket collection with a smooth and simple mobile experience. I will build the app using Flutter with Firebase for authentication database and storage because it allows fast development stable performance and easy future scaling. For AI recognition I recommend using iNaturalist API or Google Vision depending on the accuracy and fish species coverage you prefer. The app will include photo upload or camera capture fish recognition results save edit delete functionality personal catch gallery detail pages and complete backend setup with clean structured code. Answers, Stack: Flutter + Firebase. AI API: iNaturalist or Google Vision. i can complete within NZD 650for MVP scope. Timeline: around 2weeks . Yes full source code will be included. Included, auth photo upload AI recognition fish gallery CRUD operations backend setup Excluded: advanced social features live chat offline mode admin panel Yes i have worked on image recognition and mobile utility apps with Firebase based architecture. Kindly review my portfolios, https://www.freelancer.pk/u/zainalitariq245 Looking forward to discussing your project further. Best Regards, Zain A.

@ciss26

Hello, I hope you are doing well. I understand that you are looking to build a MOBILE APPLICATION and I would be happy to help. I have extensive experience in designing and developing applications and have successfully delivered many projects. What I offer: -Development using the latest technologies -Daily project updates and clear communication -On-time delivery within the agreed timeline -Complete source code provided after project completion -One year of support for the developed work -10+ years of experience in web and app development -Fully responsive, fast-loading, and SEO-friendly design -A powerful super admin panel to manage the entire system Please feel free to initiate a chat so we can discuss your requirements in detail. Thank you and regards, Dheeraj K.

@Abhishek2117

I’ve built similar lightweight MVP apps where camera input + AI + simple tracking come together cleanly without overengineering. Your app is straightforward: capture/upload fish photos, run them through an existing recognition API, and store structured “catch” records with a clean gallery + detail view. I’d keep it fast and stable using: 1. Stack: Flutter + Firebase (Auth, Firestore, Storage) for quick cross-platform delivery and easy scaling 2. AI API: iNaturalist (good species-level accuracy for fish, simple integration) 3. Budget: Yes, feasible if we keep the MVP tight as described 4. Timeline: 5 days for a working build 5. Source code: Fully included with clean structure and README 6. Included: Auth, upload/capture, AI result (name + confidence), save/edit/delete catches, gallery + detail screens Excluded: advanced filtering, offline sync, or custom-trained models 7. Similar work: Built image-based recognition apps with Firebase backend and structured media storage One thing to watch: AI APIs can return multiple possible species — I’ll design the UI to handle ambiguity cleanly instead of forcing a single result. Do you want location auto-captured from device GPS or manually entered? Happy to get this moving quickly.

@Herculesz

Hi I can build your lightweight Fishing Achievement Mobile App MVP with photo capture, fish recognition, and a personal Fish Bucket gallery for saved catches. The main technical challenge is keeping the app simple and affordable while still connecting image upload, AI species recognition, storage, and editable catch records in a clean flow. I would use Flutter or React Native with Firebase/Supabase for authentication, database, and image storage, depending on your preference. For recognition, I can integrate an existing API such as iNaturalist, Google Vision, or another suitable fish/species recognition service that returns species name and confidence data. The MVP can include login, camera/gallery upload, AI result display, save catch, Fish Bucket cards, detail page, edit/delete, and source code with setup instructions. I would keep advanced features like social sharing, leaderboards, offline sync, and custom AI model training outside the first MVP unless added later. My focus will be a clean testable app, simple database structure, reliable image handling, and a smooth user flow for recreational fishing users. Thanks, Hercules

@DeveloperStation

Hi, I’ve developed several MVPs with user authentication, image uploads, and AI integrations, including a fish recognition app that used Google Vision to identify fish species from images. We also built a similar product called Descripio, where users upload images of products to get AI-generated descriptions. For your project, I recommend using Flutter with Firebase for a fast, cost-effective solution. We can integrate Google Vision or a similar API for fish recognition, and I can also provide a custom-trained model if needed. Let’s schedule a 10-minute call to discuss your project in detail and finalize the best approach. I usually respond within 10 minutes. I’m eager to learn more about your exciting project. Best regards, Adil

@ZohaibRoy

⭐⭐⭐⭐⭐ Build a Fishing Achievement Mobile App MVP for Recreational Users ❇️ Hi My Friend, I hope you're doing well. I’ve reviewed your project details and see you are looking for a developer to create a Fishing Achievement Mobile App. You don’t need to look any further; Zohaib is here to help you! My team has completed over 50 similar projects in mobile app development. I will use Flutter or React Native alongside Firebase for a smooth user experience and efficient backend setup. ➡️ Why Me? I can easily build your Fishing Achievement App MVP as I have 5 years of experience in mobile app development, focusing on user authentication, API integration, and data management. Additionally, I have a strong grip on various technologies like Firebase, Cloudinary, and AI image recognition APIs, ensuring a robust solution for your needs. ➡️ 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! ➡️ Skills & Experience: ✅ Mobile App Development ✅ Flutter ✅ React Native ✅ Firebase ✅ Supabase ✅ AI Integration ✅ User Authentication ✅ API Development ✅ Database Management ✅ Cloud Storage ✅ UI/UX Design ✅ Version Control Waiting for your response! Best Regards, Zohaib

@rbtech1984

Hello There!!! ★★★★ ( MVP mobile app for AI-powered fish recognition and personal catch tracking “Fish Bucket” system ) ★★★★ Project understanding: I understand you need a lightweight mobile MVP where users can upload fish photos, get AI-based species identification, and save catches into a personal achievement gallery. The app should include authentication, AI recognition results, editable fish records, and a clean Fish Bucket-style UI with full backend setup. Services ⚜ Cross-platform app development using Flutter or React Native ⚜ AI image recognition integration (Google Vision / iNaturalist API) ⚜ User authentication (Google/email/local profile setup) ⚜ Firebase/Supabase backend with storage and database design ⚜ Fish capture, save, edit & delete functionality ⚜ Fish Bucket gallery + detailed catch view screens ⚜ API integration, testing, and deployment build (APK/Testflight) I have worked on mobile apps with API-driven features and image-based processing workflows, focusing on clean MVP delivery and scalable architecture. I will keep the build lightweight, stable, and easy to extend later. About your budget and timeline—this can be aligned after confirming scope details. I can share a clear plan before starting so everything stays predictable. Warm Regards, Farhin B.

@temoberishvili

Building an AI-Driven Fishing Achievement Mobile App sounds like a fun project. I see you’re looking for a lightweight MVP that integrates image recognition, which is a great way to enhance user experience. With around 10 years of experience in mobile app development using React Native and Flutter, I can help you bring this concept to life efficiently. Your main goal seems to be creating an engaging app for recreational fishers to track their achievements. Some similar things I've built: a regional booking platform for a tutoring company, an internal CRM for a property agency, and a React Native field-reporting app. Let’s tackle this together. Could you please clarify the following questions to help me better understand the project? Q1: What specific image recognition features do you want to include for the fishing achievements? Q2: Are there any particular platforms or devices you want to prioritize for the MVP launch? Q3: How do you envision the user interaction flow for logging achievements in the app?

@codefusion53

Hi, Your Fishing Achievement MVP sounds like a clear and practical mobile app, and I can help build it with a clean, testable structure within your timeline. I would use Flutter with Firebase for authentication, Firestore database, and Firebase Storage for fish photos. For image recognition, I can integrate an existing API such as iNaturalist or Google Vision, depending on which gives the best fish species results for your target users. The MVP will include login, photo capture or upload, AI recognition with species name and confidence score, saving catches to the Fish Bucket, gallery cards, detail pages, and edit/delete functionality. I will provide the source code, backend setup, APK or test build where feasible, README instructions, and a short demo recording. Advanced design, offline mode, social sharing, complex maps, and custom AI model training would be excluded from this first version. I would be grateful for the opportunity to build this app and will gladly accept any feedback you may have. Best, Justin

@mahig47

Hello! As per your project post, you’re looking to build an AI driven Fishing Achievement Mobile App MVP where recreational fishing users can identify fish species through AI image recognition and store their catches in a personal “Fish Bucket” collection. The goal is to create a smooth, engaging mobile experience focused on photo based fish recognition, achievement tracking, and simple catch management. My focus will be on delivering a cross platform mobile application featuring: secure user authentication with email/password and Google login support, fish photo capture and gallery uploads, integration with an AI fish recognition API to return species names and confidence scores, catch saving workflows with photos, notes, optional location and timestamps, a visually engaging Fish Bucket gallery view, detailed fish achievement pages, and complete edit/delete functionality for managing saved records. I specialize in building AI integrated mobile applications using Flutter/React Native, Node.js, Firebase, and modern API driven architectures with expertise in image processing workflows, AI service integrations, scalable backend systems, and clean mobile UI/UX design. Let’s connect to review your preferred AI recognition API, target platforms, design expectations, and future roadmap ideas so we can finalize the MVP scope and development plan. Best regards, Nikita Gupta.

@toriquldev123

Hello dear, Greetings from MD. Toriqul Islam! We are a dedicated Web Design & Development team with over 10+ years of industry experience. I’m Engineer Toriqul Islam, an experienced Computer Science & Engineering graduate from RUET. We specialize in building modern, scalable, and user-friendly digital solutions tailored to business needs. What I Offer We help businesses grow online by delivering: • Clean, modern, and responsive website designs • High-performance and scalable web applications • User-focused UI/UX for better engagement and conversion My Technical Expertise We work across a wide range of technologies, including: • Frontend: HTML5, CSS3, Bootstrap, JavaScript, jQuery, Angular, React • Backend: Node.js, PHP, Laravel, .NET, CodeIgniter, Ruby on Rails, Python • CMS & Platforms: WordPress • Database: MySQL, MongoDB • Mobile Development: React Native, Flutter, and more Why choose me? ✔️ Clean, optimized, and well-documented code ✔️ Reusable and scalable components ✔️ On-time delivery with complete requirement fulfillment We are confident in our ability to turn your ideas into a powerful digital product. Let’s discuss your project and make it a success. Looking forward to working with you! Best Regards, Md. Toriqul Islam

@Tanmoy236

Warm Hello! Excited to build your lightweight Fishing Achievement MVP that lets users capture fish photos, identify species with AI, and build a personal “Fish Bucket” collection with a smooth mobile experience. I have over 9 years of experience in this field. Here's how I can help: Build the app using React Native (Expo) for fast cross-platform MVP delivery Set up Firebase (Auth, Firestore, Storage) for login, data, and image handling Integrate Google Vision or iNaturalist API for fish species recognition with confidence scores Develop capture/upload flow, Fish Bucket gallery, and detailed catch pages Implement edit/delete functionality and clean UI optimized for mobile performance I can deliver the full MVP within the budget constraints using a streamlined architecture, focusing on core features only (auth, AI identification, saving catches, and gallery). Full source code, setup instructions, and a working test build will be included. To proceed efficiently, should we prioritize Google Vision or iNaturalist for fish recognition? Also, do you want a simple UI-first MVP or a slightly more polished UI with basic animations?

@Aaleen110

Building a gamified mobile MVP that connects users with the outdoors is right up my alley; I recently developed a computer-vision wildlife app that used on-device ML to identify species instantly. For your fishing achievement app, we can leverage cross-platform development paired with a lightweight image classification model to ensure anglers get real-time species identification and badges even with spotty cellular service. By focusing on a seamless flow from the catch photo to the logged achievement, we will create an addictive feedback loop that keeps users excited to track their progress. To deliver a rapid, high-performance MVP, I propose using Flutter or React Native for a single codebase running on iOS and Android, paired with Supabase for robust, offline-first data synchronization. For the AI-driven fish identification and size estimation, we can integrate a TensorFlow Lite model for fast on-device processing or utilize a pre-trained cloud API depending on your offline requirements. I will implement a modular architecture to handle achievements, custom digital badges, and local leaderboards, ensuring the backend is highly scalable and ready for future feature expansions without a rewrite. To ensure we scope this MVP perfectly, will the AI-driven species identification need to function entirely offline in remote areas, or can we rely on cloud-based APIs once a connection is re-established? Also, do you have a preferred UI aesthetic, or should I draft initial user journey wireframes? Let's open a chat to quickly align on these technical specifications and map out a development timeline that fits your launch goals.