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I need a full-stack developer or small team to turn my concept for an AI-driven solar assistant into a production-ready product. The app must forecast solar output, flag performance issues, and actively suggest ways to shift or reduce consumption so users squeeze the most value from every kilowatt. Scope • Two user-facing clients: a native Android build (Kotlin or Flutter are fine) and a responsive web interface (React, Vue, or similar). Both should share one code-base for business logic where practical. • A cloud backend that ingests live weather feeds and energy-consumption readings, then runs machine-learning models to deliver: – real-time performance dashboards – short-term generation forecasts – predictive maintenance alerts – optimisation tips based on usage profiles • Secure APIs for data exchange with external meters and publicly available weather endpoints. Key data sources • Weather data (hourly and forecast) • Smart-meter or inverter energy-consumption data Deliverables 1. Android APK and Play-ready bundle 2. Deployed web app with CI/CD script 3. Trained prediction models (Python/TensorFlow or equivalent) with reproducible notebooks 4. REST or GraphQL API documentation 5. Setup guide and brief user manual Acceptance criteria • Forecast MAE ≤ 7 % on test-week data • Dashboard refresh ≤ 5 s on 4G connection • End-to-end encryption for user data in transit and at rest • No critical issues in a 48-hour beta run on both platforms If this sounds like a challenge you can tackle, please outline your proposed architecture, core tech stack, and a milestone schedule in your bid.
Proje No: 40049958
91 teklifler
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91 freelancer bu proje için ortalama $432 USD teklif veriyor

Hello michaels642, I am a skilled developer with expertise in Flutter, Mobile App Development, Android, Java, Python, Web Development, HTML5, and Kotlin. I have a strong understanding of the requirements for the Solar AI Monitoring & Optimization App project and am confident in my ability to deliver a high-quality solution. I propose to create two user-facing clients using Kotlin/Flutter for Android and a responsive web interface using React/Vue. The cloud backend will handle live weather feeds, energy-consumption readings, and machine-learning models for performance dashboards, forecasts, alerts, and optimization tips. I will ensure secure APIs for data exchange and provide all necessary deliverables, including trained prediction models and API documentation. Please find my portfolio here: - MY WORK STATS: ✨ https://www.freelancer.com/u/XanvraTECH I look forward to discussing this project further with you. Best regards, Warda Haider
$100 USD 4 gün içinde
6,9
6,9

Hello, I will build and optimise your solar monitoring app in a simple and clean way from start to finish. I can set up the data tracking, refine the dashboard, improve performance, and make sure the system reports solar output in a clear and reliable manner. I always write clear and well organised code with tests and simple notes so anyone can understand how things work. We can review your current setup together and plan the milestones that fit the scope. I will prepare a modular codebase, improve data handling, add automated tests and write a short guide explaining the main design choices. Looking forward to discussing further. Regards, Kamran.
$140 USD 7 gün içinde
7,4
7,4

As a top-rated freelancer with over 12 years of experience, leading cutting-edge projects and engaging small, but highly-skilled teams, I am uniquely positioned to develop your Solar AI Monitoring & Optimization app. My expertise in Node.js, Python, React.js and mobile app development with Flutter will be invaluable in crafting both the Android and web interfaces you seek. Moreover, my profound proficiency in Python (TensorFlow) guarantees efficient implementation of the machine-learning models essential for real-time performance dashboards, forecasts and optimization tips. Data security is paramount in any project and I consider it with utmost seriousness. Rest assured that I am well-versed in implementing robust encryption measures for data in transit and at rest, ensuring your users' peace-of-mind.I understand the significance of optimizing for users on any device and ensuring streamlined user experiences. With React & Vue on the frontend, your app - predicted to refresh within 5 seconds on a 4G connection - will exude fast response times to keep your clients deeply engaged. My dedication to delivering high-quality solutions adhering to the highest standards is seen in my past projects. Reflecting this would be complete REST or GraphQL APIs documentation, a concise action guide for users and reproducible training models among other deliverables. Thanks...
$3.000 USD 7 gün içinde
7,0
7,0

Hello, I am a friendly and reliable full-stack developer with solid experience in Shopify, WordPress, PHP, Laravel, React, Node.js, Odoo, and mobile app development (Flutter/React Native). I love building clean, fast, and user-friendly web and mobile solutions. Whether you need custom features, API integrations, Odoo workflows, mobile apps, or UI/UX improvements, I’m here to help. I communicate clearly, deliver on time, and always aim to build long-term working relationships. Happy to support your project anytime! With Regards! Nikhil
$250 USD 7 gün içinde
7,1
7,1

Hi there, ★★★ Python / Mobile App Development / HTML5 Expert ★★★ 8+ Years of Experience ★★★ To complete this project, I will follow a structured approach to ensure timely delivery and high-quality results. 1. Requirement Analysis (10 hours) - I will gather detailed requirements and finalize the architecture for both the Android app and web interface. 2. Development of Cloud Backend (20 hours) - I will set up the cloud backend to ingest weather feeds and energy data, implementing machine learning models for predictions. 3. Build Android and Web Applications (30 hours) - I will develop the Android app using Kotlin/Flutter and the web interface using React/Vue, ensuring both share the same business logic. 4. API Development and Documentation (15 hours) - I will create secure APIs for data exchange and document them thoroughly. 5. Testing and Deployment (15 hours) - I will conduct extensive testing on both platforms, focusing on performance and security, followed by deployment. What I need from you: 1. Access to any existing data sources or APIs for weather and energy consumption. 2. Clear specifications for the user interface and user experience requirements. 3. Any branding or design guidelines you want to follow for the application. I look forward to connecting at your convenience to ensure the project's success. Best Regards, TechPlus Team
$1.440 USD 12 gün içinde
6,9
6,9

Hello michaels642, I understand that you are looking for a full-stack developer or small team to develop an AI-driven solar assistant app that optimizes solar output and energy consumption. I am confident in my expertise in Mobile App Development, Android, Web Development, Flutter, Kotlin, and HTML5 to successfully execute this project. I propose to create two user-facing clients - a native Android app and a responsive web interface, both sharing a common code base for efficiency. The cloud backend will handle live weather feeds, energy readings, and machine learning models for performance dashboards, forecasts, maintenance alerts, and optimization tips. I have a strong portfolio in Mobile and Web Development, and I am committed to maintaining effective communication throughout the project. Please find my portfolio here: https://www.freelancer.com/u/Curveballsol Best regards, Curveball Solutions
$120 USD 6 gün içinde
6,3
6,3

Hello, Thank you so much for posting this opportunity. It sounds like a great fit, and I’d love to be part of it! I’ve worked on similar projects before, and I’m confident I can bring real value to your project. I’m passionate about what I do and always aim to deliver work that’s not only high-quality but also makes things easier and smoother for my clients. Feel free to take a quick look at my profile to see some of the work I’ve done in the past. If it feels like a good match, I’d be happy to chat further about your project and how I can help bring it to life. I’m available to get started right away and will give this project my full attention from day one. Let’s connect and see how we can make this a success together! Looking forward to hearing from you soon. With Regards! Abhishek Saini
$250 USD 7 gün içinde
6,3
6,3

Hello There!!! ⚜⭐⭐⭐⭐⚜(( AI based solar forecasting and optimisation across mobile and web ))⚜⭐⭐⭐⭐⚜ Your concept stands out because it blends energy analytics, machine learning and real time monitoring into one assistant that actually improves consumption behaviour. You need a unified logic layer powering both Android and web, supported by a cloud backend that ingests weather and meter data to deliver forecasts and alerts. I bring strong experience across React based web interfaces, Android builds and Python based prediction models, giving you a cohesive flow from data ingestion to user dashboards. My approach is to structure the backend around a secure API layer, build reproducible model notebooks and ensure both clients pull from the same business logic. Key features include performance dashboards that refresh quickly, accurate short term solar forecasts and intelligent optimisation tips based on usage. I would be happy to outline a clean architecture, milestones and tech choices once we connect. Warm Regards, Farhin B.
$256 USD 11 gün içinde
6,3
6,3

Hi, We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on Java, Python, Mobile App Development, Android, HTML5, Kotlin, Web Development, Flutter Please come over chat and discuss your requirement in a detailed way. Regards
$30 USD 7 gün içinde
5,4
5,4

I'm Sardar Hasnain, an experienced software engineer with a passion for leveraging technology to solve complex problems. Your Solar AI Monitoring & Optimization App perfectly intersects with my skills and expertise in Android, Flutter, Java, Mobile App Development, and Python. With a Master's degree in Embedded Systems and experience in IoT development, I fully understand the nuances of extracting and analyzing data from various sources. One of the unique attributes that set me apart is my solid understanding of firmware development, C/C++ programming, and microcontroller-based projects. This knowledge can benefit your project as it requires integration with external meters and smart-inverters for energy-consumption data. Regarding security, I prioritize user data protection and can implement end-to-end encryption for both transit and at-rest data. Rest assured, I have what it takes to deliver a production-ready solution while adhering to your acceptance criteria - accurate performance dashboards, reliable prediction models, and an optimized consumption suggestion engine. A milestone-driven yet flexible approach will ensure consistent engagement with clear communication throughout the project journey. Let's create a state-of-the-art solar assistant together!
$275 USD 7 gün içinde
5,5
5,5

Nice to talk you michaels642, 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
$758 USD 7 gün içinde
5,8
5,8

Hello michaels642, I have carefully reviewed your project for the Solar AI Monitoring & Optimization App, and I am confident that my expertise aligns perfectly with your requirements. With extensive experience in Mobile App Development, Web Development, Android, Flutter, HTML5, Java, Kotlin, and Python, I am well-equipped to deliver reliable, long-term results for your project. My approach would involve understanding your requirements thoroughly, planning a robust architecture, implementing the solution efficiently, and rigorously testing and refining it to ensure optimal performance. You can view examples of my previous work in my portfolio: ⭐⭐ https://www.freelancer.com/u/CodeAnchors ⭐⭐ One question I have is: What are your top priorities for the app in terms of user experience or functionality? I invite you to open a chat so we can further refine the scope together. Best regards, Muhammad Anas Khan.
$150 USD 4 gün içinde
5,1
5,1

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam
$150 USD 3 gün içinde
5,3
5,3

Hello there, I am excited to help turn your AI-driven solar assistant concept into a reality. With expertise in full-stack development, I will build an efficient Android app using Kotlin or Flutter and a responsive web interface in React or Vue, ensuring they share a unified code-base for seamless business logic. The cloud backend will integrate live weather data and energy readings to provide real-time performance dashboards, forecasts, and optimization tips using machine-learning models. Questions: • Do you have a preference for Python/TensorFlow for the prediction models, or are you open to other frameworks? • Are there specific external meter brands or weather data providers you plan to use? I will ensure all deliverables meet your acceptance criteria, including efficient data encryption and a smooth beta run. Let's create a robust tool to maximize solar efficiency for users. Thanks and best regards, Faizan
$90 USD 5 gün içinde
5,3
5,3

Hello I can lead a full-stack development project to turn your AI-driven solar assistant concept into a production-ready product, covering both Android and web clients with a shared backend and machine-learning capabilities. Proposed Architecture: Frontend: Android app: Kotlin (native) or Flutter (cross-platform) Web app: React (responsive, fast) Shared business logic where feasible via a common library or microservices Backend & Cloud: Python-based API layer (FastAPI or Django REST) ML pipeline: TensorFlow or PyTorch models for forecasting, anomaly detection, and optimization suggestions Database: PostgreSQL for structured data, Redis for caching real-time metrics Ingestion: Integrate weather APIs and smart-meter/inverter feeds via secure APIs Deployment & DevOps: Dockerized services, CI/CD pipelines for web and Android builds Cloud hosting (AWS, GCP, or Azure) with end-to-end encryption for user data Core Features: Real-time performance dashboards Short-term solar generation forecasts with MAE ≤ 7% Predictive maintenance alerts Personalized energy optimization tips Secure REST/GraphQL API for external integrations Milestone Schedule: 1. Week 1–2: Requirements finalization, architecture setup, initial UI/UX designs 2. Week 3–5: Backend development, API integrations, data ingestion setup 3. Week 6–8: ML model training, validation, and integration with backend
$140 USD 7 gün içinde
5,1
5,1

hello. Maximize solar efficiency with a smart AI assistant—get real-time insights, predictive alerts, and actionable optimization at your fingertips. I understand that you require an AI-driven solar assistant with both Android and web apps sharing core business logic, powered by a secure cloud backend. The system must ingest weather and energy-consumption data, run ML models for generation forecasts, predictive maintenance, and optimization tips, provide fast, real-time dashboards, integrate securely with external meters and weather APIs, and ensure end-to-end data encryption, delivering a fully production-ready solution. With 6+ years of experience in full-stack development and AI/ML-integrated solutions, I have successfully delivered production-ready applications with real-time analytics, predictive modeling, and secure cloud backends. I have worked on similar projects involving energy management, IoT data integration, and forecasting systems, giving me a clear understanding of the challenges and requirements for your solar assistant. I’d be happy to start a chat to discuss your vision in detail and explore how I can bring your AI-driven solar assistant to life. Best regards. Nikita Gupta
$140 USD 25 gün içinde
4,9
4,9

I can take this from concept to production: cloud backend, ML models, Android app, and web app all working together as one system. My plan is: Architecture: Python backend (FastAPI) on a cloud platform with PostgreSQL, time-series store, and message queue; ML layer in Python/TensorFlow for generation forecasting and anomaly detection; secure REST/GraphQL API; web app in React; Android app in Flutter so most business logic is shared. Data from smart meters/inverters + weather APIs is normalised into a unified model for dashboards, alerts, and optimisation tips. Milestones: Requirements + detailed architecture, data model, and API spec. Backend + integrations (weather + meter APIs) and CI/CD. ML models training/testing until ≤7% MAE with notebooks. Web + Android clients with dashboards, alerts, and tips. Security hardening, 48-hour beta, performance tuning, and handover docs. Best regards, Waqas Ahmed
$140 USD 7 gün içinde
4,7
4,7

Hi there, I'm excited about the opportunity to transform your vision for an AI-driven solar assistant into a compelling production-ready app. With extensive experience in full-stack development, particularly in Kotlin for Android and React for web applications, I can ensure both platforms are robust and seamless. My approach involves creating a unified codebase for business logic while implementing a cloud backend that processes live weather and energy data through machine learning models. This will allow users to access real-time performance dashboards, generation forecasts, and optimization advice, ensuring maximum efficiency for every kilowatt. For next steps, I can provide a detailed architecture proposal and tech stack that includes the necessary APIs and security measures. Let's connect to discuss timelines and your specific requirements in detail. Best regards,
$130 USD 2 gün içinde
4,5
4,5

Hello, As a seasoned full-stack developer with a wealth of experience in Mobile App and Web Development, I, Neha G., am incredibly excited about your Solar AI Monitoring & Optimization App project. My exposure to APIs, extensive database proficiency (MongoDB, MySQL, MS SQL Server), and secure server implementation ensures that I will deliver on all fronts. Additionally, I am particularly familiar with the languages you mentioned being appropriate for the job - Kotlin/Flutter/React/Vue - while my extensive knowledge of modern JavaScript frameworks will be valuable for your web interface. To bring your project to life, my core tech stack would consist of Flutter for the native Android build and React for the responsive web interface. This configuration will allow both clients to share one code-base where practical, streamlining the development process. My skillset wouldn’t be complete without mentioning my proficiency in enhacing app performance: working on 4G connection-friendly products has ingrained in me the importance of quick dashboard updates. Understanding the scope of API calls to external meters as well as publicly available weather endpoints aligns with my expertise in ensuring efficient yet secure data exchange. Thank you
$250 USD 5 gün içinde
4,3
4,3

Having spent over a decade cultivating my skills and expertise in various facets of the tech industry, I believe I'm uniquely equipped to handle your Solar AI Monitoring & Optimization App. My proficiency in HTML5, Mobile App Development, Python and Web Development will ensure I bring the most relevant offerings to the table for this project. In addition to my technical prowess, I also have a comprehensive understanding of the value delivered by your project, whether it's accurate forecasting or streamlined energy usage suggestions. One area where I can especially make a difference is in operating machine-learning models effectively. Modeling solar output using weather data and energy consumption readings is a task I've successfully undertaken in prior assignments. These insights can be used to design efficient energy systems not only for individuals but also at larger scales for communities, which resonates with my passion for sustainable technology solutions. Moreover, security has seen significant impetus amidst the global digital revolution. My knowledge and adherence to cutting-edge security practices ensure that your API integrations, data exchange with smart meters and weather endpoints are executed flawlessly while maintaining exceptional safety measures. To conclude, I'm determined to not only meet but exceed each of your outlined acceptance criteria to ensure we deliver the most valuable end-product possible.
$140 USD 7 gün içinde
4,4
4,4

Cape Town, South Africa
Ara 9, 2025 tarihinden bu yana üye
$30-250 USD
$30-250 USD
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$250-750 USD
₹250000-500000 INR
$250-750 USD
$10-70 AUD
₹75000-150000 INR
$15-25 USD / saat
₹100-400 INR / saat
₹150000-250000 INR
₹12500-37500 INR
₹75000-150000 INR
₹1500-12500 INR
₹600-1500 INR
₹750-1250 INR / saat
$15-25 CAD / saat
$15-25 USD / saat