Project Title: React Native CLI App for SMS-Powered Expense Management
Project Overview: We are looking for an experienced React Native developer to create an SMS-powered expense management app that will be launched on the Google Play Store. The app should automatically process SMS messages from the user's phone to extract financial transaction details and provide insightful reports and analytics on their spending patterns. The app will also feature multi-currency support, real-time notifications, and a user-friendly interface with a focus on great design. An MVP (Minimum Viable Product) version of the app will be deployed initially on the Google Play Store. The UI/UX design for the app will be provided by our own designer, so the developer will need to focus on development and integration. Additionally, the app will incorporate LLM (Large Language Model) integration to enhance the insights and intelligence capabilities of the app, including SMS processing.
Key Features:
SMS-Based Transaction Processing with LLM Integration:
The app will automatically read SMS messages related to financial transactions (e.g., bank transactions, payment confirmations, etc.).
Use LLM (Large Language Model) to improve SMS parsing, allowing the app to extract transaction details (e.g., amount, merchant, date, transaction type) with higher accuracy.
The LLM will help in identifying the correct transaction details from potentially unstructured or varied SMS formats.
Categorize and store the transactions for further analysis, powered by AI-driven data processing.
Expense Tracking & Insights:
Track and display user expenses, showing detailed breakdowns by categories such as groceries, utilities, entertainment, etc.
Provide insights such as monthly spending trends, category-wise breakdowns, and potential savings.
Generate visual reports (charts, graphs) for better understanding of the user's spending habits.
LLM Integration for Enhanced Insights:
The LLM will be used for providing personalized recommendations and insights based on users' spending habits.
Enable natural language processing (NLP) so users can interact with the app using text queries (e.g., "How much did I spend on groceries this month?").
The LLM can provide smarter insights, such as suggestions for savings or tips on improving financial habits based on the user’s data.
Notifications:
Implement real-time notifications to alert users about important financial events, such as new transactions, budget updates, or low balance warnings.
Provide customizable notifications, allowing users to choose which events or insights they would like to be notified about.
Allow notifications to be sent via push notifications and in-app notifications.
Multi-Currency Support:
Support multiple currencies, allowing users from different countries to use the app.
Automatically detect and convert transaction amounts into the user’s default currency (with real-time exchange rate updates).
Allow users to set and manage their preferred currency.
Best-in-Class User Interface (UI):
Simple, intuitive, and elegant user interface for easy navigation, designed by our dedicated UI/UX designer.
Design a clean and modern UI with attention to user experience (UX).
Optimize for mobile screens with responsive design, ensuring accessibility and ease of use on different devices.
Security & Privacy:
Ensure user data security, protecting transaction details and personal information.
Implement proper authorization, encryption, and storage practices.
Skills Required:
Expertise in React Native CLI for cross-platform mobile development.
Experience with SMS parsing and handling SMS-related data.
Strong knowledge of state management (e.g., Redux, Context API).
Familiarity with multi-currency systems and exchange rate APIs.
Experience working with UI/UX designers to integrate designs into the app.
Proficient in UI/UX design principles, especially for mobile apps.
Experience with Google Play Store deployment and app maintenance.
Ability to integrate with backend services and handle API requests.
LLM Integration Experience: Familiarity with integrating Large Language Models (e.g., GPT-3/4, OpenAI API) for enhanced SMS processing, personalized insights, and natural language query support.
Notification Integration: Experience with integrating push notifications and in-app notifications for real-time user alerts.
Full Stack Development Preferred: Experience in both front-end and back-end development, enabling you to work on the entire application stack, from the mobile interface to the server-side integration.
Deliverables:
Fully functional app built with React Native CLI.
Clean, modular, and well-documented code.
MVP Deployment to the Google Play Store.
User manual/documentation for the app.
Ongoing support and maintenance after launch.
Additional Information:
You should have previous experience developing apps with similar functionality, preferably in the finance or banking domain.
If possible, provide examples of apps you have previously developed or links to your GitHub/portfolio.
Hello,
I am confident that I can develop the SMS-powered expense management app you need. With over 8 years of experience in React Native development, I specialize in building apps with SMS parsing, LLM integration, and multi-currency support, ensuring a seamless user experience.
I will create an app that automatically processes SMS for financial transactions, integrates LLM for enhanced insights, and provides real-time expense tracking with multi-currency support, based on your UI/UX designs.
I am ready to commence work immediately.
With over 8+ years of experience in application development, my expertise spans cross-platform application development.
My skill set includes:
-> Android & iOS Development
-> UI/UX Designing
-> Design and Development
-> Testing
-> Software & Database Architecture
I am eagerly awaiting your response.
Thanks and regards,
Codemeg Soft
Hello Tafveez,
I understand that you are looking for an experienced React Native developer to create an SMS-powered expense management app. The app will automatically process SMS messages to extract transaction details and present insightful analytics on spending habits, featuring multi-currency support and real-time notifications. As you mentioned, the design will be provided by your team, allowing me to focus on development and integration, including the incorporation of LLM for enhanced insights and SMS parsing.
I have experience in developing similar applications and am proficient in the necessary skills like SMS parsing, state management, and UI/UX integration. I am confident in creating a user-friendly app that meets your requirements and can deploy it on the Google Play Store.
What specific SMS formats should the app prioritize for extraction and processing?
Thanks,
Muhammad Awais
Hi There,
I specialize in React Native development with a focus on finance apps, SMS parsing, and LLM integration. I’ll deliver a secure, intuitive expense management app with multi-currency support, real-time notifications, and MVP-ready deployment. Check my portfolio for relevant examples of similar projects. Thanks
Hello, good time
Hope you are doing well
I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio.
I have read your project description and I can help you (without any plagiarism).
Please send me the details of your project.
Thanks for attention
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Hi There
Greetings..!!!
---------------------->>>
I am an experienced React Native developer with expertise in SMS parsing and AI integrations. I can develop your expense management app with features like real-time SMS transaction processing, multi-currency support, and LLM-driven insights. I'll ensure a secure, scalable app that aligns with your UI/UX designs and deploy it to the Google Play Store.
With 10+ years in fintech app development, I’m confident I can deliver a user-friendly, secure solution.
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Key Features
SMS-based transaction tracking with LLM integration.
Real-time analytics and visual reports.
Multi-currency support with auto-conversion.
Customizable notifications.
MVP deployment to Google Play.
Etc.........!!!
----------->>
Questions
-- Do you have a preferred backend for currency and data management?
-- Should the app support multiple languages?
I believe in building a long-term relationship and it would be only possible if I delivered quality work.
----------->>
Let’s connect to discuss your project further and review similar work I’ve done.
Warm Regards,
Sachin
Hi,
We went through your project description and it seems like our team is a great fit for this job.
We are an expert team which have many years of experience on Mobile App Development, Website Development
Please come over chat and discuss your requirement in a detailed way.
Thank You
Hello Tafveez,
I'm excited about the opportunity to work on the SMS-powered expense tracker app. I understand that you need a React Native developer to create a mobile app that intelligently processes SMS messages to manage financial transactions and offers insightful analytics on spending patterns. My approach will focus on building a user-friendly app with seamless SMS parsing using LLM integration, ensuring accurate transaction extraction.
I will also prioritize the key features such as multi-currency support, real-time notifications, and engaging visual reports, all while adhering to the UI/UX your designer provides. With my background in developing finance-related apps and solid expertise in React Native, I'm confident in delivering a successful MVP for the Google Play Store.
What specific SMS formats or banks should the app primarily support for transaction processing?
Thanks,
Shamshad
I have successfully delivered projects similar to the SMS-Based Expense Tracker with React Native in the past.
Technical Approach:
- Implement SMS parsing module to extract transaction details using React Native CLI and LLM integration for enhanced accuracy.
- Develop AI-driven expense tracking and insights system categorizing and storing transactions for analysis.
- Create a user-friendly UI design for intuitive navigation and integrate multi-currency support with real-time exchange rate updates.
- Enable notification system for real-time updates and implement security measures for data protection.
Technologies and Tools:
- React Native CLI for cross-platform mobile development.
- LLM integration for smart SMS parsing and insights.
- Redux for state management and API handling.
- UI/UX design principles for intuitive app design.
- Google Play Store deployment expertise.
Testing and Integration Plan:
- Conduct comprehensive unit testing for each module and integration testing for seamless performance.
- Utilize automated testing tools for efficiency and reliability.
- Collaborate with UI/UX designer for seamless integration of design elements.
- Ensure compatibility with various devices and screen sizes through responsive design.
Performance and Scalability Optimizations:
- Optimize code for efficiency and scalability to handle large volumes of transaction data.
- Implement caching mechanisms for improved performance.
- Ensure backend service integration is scalable to accommodate potential future enhancements.
By following this technical approach and utilizing relevant technologies, frameworks, and tools, the SMS-Based Expense Tracker with React Native will be reliable, user-ready, and tailored to meet the client's needs.
Hi,
As an experienced full-stack developer with a specialization in mobile app development, I am confident about my ability to deliver precisely what you're looking for in this project.
Having worked with renowned clients and start-ups across the globe, I carry a deep understanding of the web and mobile industries, enabling me to produce valuable results constantly.
I have significant expertise in React Native CLI, making me perfectly suited to leverage this framework for your SMS-powered expense management app. Furthermore, my extensive knowledge of state management (Redux/Context API), familiarity with multi-currency dynamics, and experience in Google Play Store deployment set me apart as an accomplished choice.
In addition to creating robust backends, I'm equally comfortable working with UI/UX designers to integrate their designs into apps effectively. It allows me more focus on delivering a high-quality, secure app that exceeds your expectations while keeping it clean, modern, and user-friendly across mobile devices.
Thanks & Regards
Parvesh Saini
As an accomplished freelance developer with in-depth knowledge of React Native and a distinguished ability for handling SMS-related data, my skillset aligns perfectly with your project's requirements. Over the last decade, I have successfully delivered numerous cross-platform mobile applications, making me well-versed in utilizing React Native CLI to bring your project to life. My hands-on experience with SMS parsing and multi-currency systems, along with my exposure to dealing with exchange rate APIs further underline why I'm the right fit for your needs.
One of my greatest strengths is my proficiency in state management, especially using Redux and Context API, which ties directly into maximizing the effectiveness of LLM integration in your app. I believe the integration of LLM goes beyond simple SMS parsing. Its abilities for NLP and smart insights will empower your app to provide impactful and meaningful analyses that augment an individual’s financial habits.
The success of my clients make things happen for me, and that philosophy is something I would love to apply to your project. Let's partner together to build an innovative, user-centric application that creates a brand-new standard for expense management on Google Play store!
Lets connect.
Regards,
Deb K
Hello,
I specialize in developing React Native apps with robust features and smooth functionality. I can create your SMS-based expense tracker with seamless integration of machine learning, a user-friendly interface, and efficient real-time tracking of expenses.
Questions
Do you have a specific ML model or library in mind for expense categorization?
Should the app support both Android and iOS platforms?
Are there additional features like report generation or budget management you’d like to include?
I’m confident I can bring your vision to life.
Let’s discuss the specific details in private to ensure everything meets your expectations.
I am a TOP Rated Freelancer, and you can check my reviews here as well: https://www.freelancer.com/u/kamran2012.
Looking forward to potentially working together on this project.
Thanks and Best regards,
Kamran.
I am an experienced React Native developer with expertise in SMS parsing and integration. I have strong knowledge of state management, UI/UX design principles, and deployment to the Google Play Store. Additionally, I am familiar with LLM integration and notification systems, and I can deliver a fully functional app with clean, modular code and ongoing support after launch.
Hello,
Greetings of the day!
As a React Native specialist with 6+ years of experience, I have successfully developed numerous cross-platform mobile applications for iOS and Android. React Native allows me to leverage my JavaScript skills and build native-like apps with a single codebase, reducing development time and cost while ensuring optimal performance.
I am very much familiar with Github, Bitbucket, and GitLab.
Lets connect and discuss
Love
Nice to talk you tafveezahmad, After reading in detail the requirements of your project and concluding that they match my areas of knowledge and skills, I would like to introduce myself.
My name is Anthony Muñoz and I am the lead engineer for DS Pro IT agency. I have worked for over 10 years in Backend and software development and have successfully done multiple jobs. It will be a pleasure to work together to make your project a reality.
Please feel free to contact me. I´m looking forward to working with you. I really appreciate your time and remain attentive to any request or question.
Greetings
Hello,
With over 8 years of experience in React Native development, I am well-equipped to build your SMS-powered expense tracker app. The app will seamlessly process SMS messages to extract financial transaction details, leveraging LLM integration for enhanced SMS parsing and accurate transaction data extraction.
I will ensure the app provides real-time notifications, multi-currency support, and intuitive UI/UX design, all backed by secure data practices. Additionally, the app will offer insightful reports and AI-driven recommendations for smarter financial management.
I am proficient in integrating SMS parsing, push notifications, LLM-based insights, and multi-currency systems, with a strong focus on delivering an app optimized for both performance and user experience.
Let’s connect to discuss how I can help bring this innovative app to life and ensure its success on the Google Play Store.
Siya Technology
Hello!! I am excited about the opportunity to develop your SMS-powered expense management app using React Native CLI. This project aligns with my expertise in cross-platform app development, SMS parsing, and integration with advanced AI solutions such as LLMs.
SMS Processing with LLM Integration:
Develop robust SMS parsing to extract transaction details using AI-powered LLM (e.g., GPT-4).
Automate categorization of transactions and store them securely for analysis.
Expense Tracking & Insights:
Implement a feature-rich dashboard displaying expenses by category.
Use visual elements like charts and graphs for monthly trends and spending patterns.
Provide personalized recommendations powered by LLM for smarter financial management.
Notifications & Real-Time Alerts:
Configure push and in-app notifications for important events like new transactions or budget updates.
Allow user customization for notifications.
Multi-Currency Support:
Enable currency detection and real-time conversion using exchange rate APIs.
Provide options for users to manage their default and preferred currencies.
Frontend: React Native CLI, Context API/Redux for state management.
Backend: Node.js/Express or serverless backend for handling APIs.
Notifications: Firebase Cloud Messaging (FCM) for push notifications.
LLM Integration: OpenAI API for NLP and enhanced insights.
Currency Conversion: Integration with exchange rate APIs (e.g., Open Exchange Rates API).
Hello there,
Greetings!
As an experienced React Native developer, I have a deep understanding of the project's requirements. My expertise in SMS parsing and state management, will ensure accurate extraction of financial transaction details from potentially unstructured SMS formats. Having worked with APIs for multi-currency systems, I am confident in delivering functional support for multiple currencies within the app while providing users with real-time exchange rate updates.
Apart from my technical skills, my experience in collaborating with UI/UX designers to effectively integrate designs into applications can play a vital role as well. Even though your in-house designer will handle the UI, I will ensure that the design is implemented properly and optimized for various mobile devices, functionalities and great user experience.
Best Regards,
Rakesh Kumar
Hi there,
Thank you for sharing your requirement. Hope you are doing good and having a nice day.
I'm confident of quality codes and smart work for this task.
You can check my rich experience and good reviews for previous similar work on my profile.
If you award me this project, we will be glad with good results for each other.
Please contact me to discuss your project in detail.
Thanks. Best Regards.
Hello,
I am an experienced React Native developer, skilled in SMS parsing and financial transaction tracking. I can build your SMS-powered expense tracker, integrating LLM for accurate transaction processing and personalized insights. The app will feature multi-currency support, real-time notifications, and a user-friendly interface. I also have expertise in secure data handling, state management (Redux), and integrating push notifications. I will ensure seamless deployment to the Google Play Store and provide ongoing support after launch.
Looking forward to working with you!
Best regards,
shipra
Hi There,
I am excited to offer my services for your Web project and deliver / support continual development. And we as a team ensure quality delivery, follow coding standards and practices laid out.
For your project, we feel a detailed discussion is needed where we can understand a fair list of features to be included in your scope of deliverables in first stage in a given budget and timelines. Let's connect so that we can showcase our strengths, past work and a clear plan for your project.
From my strong team of full time 36+ developers with varied skillset, I can align best of React/Node/Angular/JS developers for your project for long term tenure or on need base. And we undertake projects ensuring committed deliveries with added advantage of great communication, coordination, QA/QC and following standards - to ensure right set of secured and stable coding practices are used. Share more details to assess your project to have me analyze and prepare my queries.
1. Strong analytical skills, communication and documentation
2. Skilled troubleshooting, performance tuning
3. Rich UI-UX design, Robust and Secured API development
4. Flatdb / relational db - based application architecture, APIs
My team has strong knowledge and experience in React.JS / Node.JS/JS/Angular / MERN makes my team a good to go candidate for your job.
Plz initiate chat to discuss project in detail and to enable me showcase my portfolio to you.
Regards,
Abhi
