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I’m building an end-to-end, AI-powered application that must run smoothly in the browser and as an installable desktop client. The business logic and data are ready; what’s missing is a full-stack developer who can turn the concept into a production-grade product. Stack preferences • Python for the back end—Django, FastAPI, or Flask to expose the model through a clean API. • JavaScript for the front end—React, Vue, or similar. • For the desktop build, an Electron or Tauri wrapper so we can reuse the same codebase. Scope of work You’ll design the machine-learning pipeline, implement and expose the inference service, build an intuitive UI, and package the project for web and desktop distribution. I’ll rely on you for DevOps essentials such as containerisation, CI/CD, and version control so maintenance is straightforward. Deliverables 1. Trained model and reproducible training script. 2. Scalable REST (or GraphQL) API in Python. 3. Web interface deployed to my cloud account, secured with HTTPS. 4. Desktop build that runs on Windows and macOS without manual setup. 5. Automated tests, CI/CD pipeline, and developer-friendly documentation in a Git repository. Acceptance criteria • Inference latency below 300 ms on provided test data. • Identical feature set across web and desktop versions. • Code ownership transferred on project hand-off. If this fits your skill set in Python and JavaScript and you can deliver both web and desktop experiences, I’d love to see how you’d approach the build and the timeline you propose.
ID do Projeto: 40171130
37 propostas
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Ativo há 1 mês
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37 freelancers estão ofertando em média $21 USD/hora for esse trabalho

Hello, I came across your project and found it truly interesting. With over eight years of hands-on experience in this field, I have successfully delivered high-quality solutions to clients worldwide. My dedication to excellence is reflected in the 180+ positive reviews from satisfied clients. I’d love to bring this expertise to your project and ensure outstanding results. However, I do have a few important points I’d like to clarify to align perfectly with your vision. Let’s connect via chat, where I can also share relevant examples of my past work. I'm looking forward to hearing back from you! Best Regards, Divu.
$15 USD em 40 dias
7,3
7,3

Hello, I will deliver your AI powered product as a production grade web app plus an installable desktop client, using a shared React UI wrapped with Electron or Tauri. I will build the Python backend in FastAPI or Django to expose a clean inference API, with a reproducible training pipeline, versioned model artifacts, and a clear ML workflow. I will containerize the stack, add automated tests, and set up CI/CD so deployments and releases are repeatable, with HTTPS on your cloud. I will ensure feature parity across web and desktop and optimize inference to meet the sub 300 ms latency target on your test data. You will receive full Git repo handover with documentation and scripts for training, deployment, and desktop builds. Looking forward to discussing further. Best regards, Kamran
$20 USD em 40 dias
7,1
7,1

As an experienced full-stack developer with a focus on Python and JavaScript, your project aligns perfectly with my skillset. I specialize in proficiently leveraging powerful technologies, such as Django and Flask for back-end development and React or Vue.js for front-end interfaces. Not only can I design the machine-learning pipelines that your project requires, but also ensure smooth deployment through containerization, CI/CD, and superior version control using tools like Git. In the past, I have successfully developed and deployed applications encompassing web as well as desktop experiences, employing technologies like Electron and Tauri wrappers for a seamless transition. My comprehensive skills also extend to DevOps essentials such as containerization, CI/CD, AWS services like EC2 and S3 along with knowledge of NGINX—evident of my ability to handle every aspect of your project. Your deliverables are my promises; from a trained model and reproducible training script to an automated test & CI/CD pipeline in a Git repository, I guarantee to handover fully-functional ownership of all aspects of the codebase upon project completion. Further solidifying our compatibility, I specialize in leveraging AI technology effectively such as ChatGPT3—ensuring my development aligns perfectly with your end-goals and exceed performance expectations.
$20 USD em 40 dias
5,8
5,8

We've just completed a similar project. We recently shipped an AI driven product that ran both in the browser and as a desktop app from a shared codebase. I will help you deliver a production ready web and desktop application with fast inference and clean architecture. You won't find someone better aligned with what you're looking for. I understand the need for a Python API, a modern JavaScript UI, Electron or Tauri packaging, low latency inference, and solid CI CD with clear ownership handoff. I enjoy building end to end systems that are reliable and easy to maintain. I'd love to chat about your project! The worst that can happen is you walk away with a free consultation. Regards, Danie
$15 USD em 40 dias
4,1
4,1

Hi There! ⚜⭐⭐⭐⭐⚜I am building a full-stack AI-powered application with a Python back end and JavaScript front end, designed to run smoothly in browsers and as an installable desktop client. The goal is to implement the ML pipeline, expose a scalable API, and deliver a consistent, intuitive UI across web and desktop.⚜⭐⭐⭐⭐⚜ I HAVE BUILT SIMILAR AI-DRIVEN APPLICATIONS WITH DJANGO/FASTAPI BACK ENDS, REACT FRONT ENDS, AND ELECTRON/TAURI DESKTOP PACKAGING, AND I CAN SHARE DEMOS AND CODE EXAMPLES IN THE CHAT. My focus is on low-latency inference, robust CI/CD, automated testing, and developer-friendly documentation. I would be glad to discuss your project in detail and explore how we can turn your concept into a polished, production-ready product. Warm Regards, Farhin B.
$20 USD em 40 dias
4,4
4,4

Hi, I just read your project description and I am writing to express my interest in building this end-to-end AI-powered application. I am a senior software engineer with 7 years of experience delivering production-grade full-stack systems. I work extensively with Python on the backend (FastAPI, Django, Flask) to design clean, scalable APIs around machine learning models, including training pipelines, inference optimization, and reproducible experiments. I have built and deployed ML-backed services with strict latency targets and am comfortable profiling and tuning inference paths to stay well below your 300 ms requirement. On the frontend, I have strong experience with React and modern JavaScript tooling to create intuitive, responsive UIs that translate complex logic into clean user experiences. I have also shipped cross-platform desktop applications using Electron and Tauri, allowing a shared codebase across web, Windows, and macOS with minimal duplication. I believe my background makes me a strong fit for turning your ready business logic into a polished, production-ready product across web and desktop. If you’re interested in working together, feel free to message me so we can discuss architecture and timeline in detail. Thank you, Dmitri
$20 USD em 40 dias
4,1
4,1

*** ⭐ FULL-STACK AI APP — WEB + DESKTOP, DONE RIGHT ⭐ *** You already have the hardest parts ready (logic + data). My focus is turning that into a fast, production-grade product that works identically in the browser and as a desktop app. How I’d approach this • Backend: FastAPI (or Django if preferred) exposing a clean, scalable inference API • ML pipeline: reproducible training scripts, versioned models, optimized inference (<300ms target) • Frontend: React or Vue with a shared codebase for web + desktop • Desktop: Electron or Tauri wrapper for Windows & macOS • DevOps: Dockerized services, CI/CD (tests + builds), HTTPS deployment • Clean docs + full code ownership on hand-off I’ve shipped end-to-end AI systems before—model → API → UI → deployment—and I’m comfortable owning the full lifecycle, not just coding features. Happy to outline a concrete timeline once I review your model scope and hosting setup. *** ⭐ READY TO TURN THIS INTO A SHIPPABLE PRODUCT ⭐ ***
$20 USD em 40 dias
4,3
4,3

Hello Greetings, After reviewing your project description, I am confident and excited to work on this project for you. However, I have some crucial points and questions to clarify. Please leave a message in the chat to discuss this, and I can share my recent work that is similar to your requirements. Thanks for your time! I am excited to hear from you soon. Best regards,
$15 USD em 40 dias
4,4
4,4

As an AI specialist and full-stack developer, I'm deeply excited about collaborating on your cutting-edge project. With over a decade of experience across a wide range of technologies, I've developed comprehensive knowledge in Python frameworks such as Django that's aligned with your backend requirements. On the frontend, my proficiency with JavaScript libraries like React equips me to craft the intuitive user interface you need. Moreover, my expertise with Electron and Tauri as desktop wrappers will ensure smooth code reusability and consistent functionality across platforms. In addition to developing the machine-learning pipeline and deploying your models through a clean, secure API, I bring a solid background in containerization, CI/CD, and version control – essential skills for maintaining complex AI systems. My experience extends to creating scalable applications for cloud deployment on platforms including AWS, which aligns perfectly with your desire to secure web and desktop versions in the cloud via HTTPS. By choosing me, you're not just selecting a competent full-stack developer; you're gaining a proven problem-solver who can deliver accurate, efficient results within your given timeline. Among other things, I’ll provide a trained model with reproducible training script, highly performant API in Python (REST/GraphQL), meticulously designed web interface deployed on your cloud account alongside desktop builds suitable for Windows and macOS. Plus: easy-to-manage testing solutions. Let's ensure high-quality code ownership transfer when this project is completed. And going beyond that, I'll offer comprehensive documentation on how to maintain and enhance this system in order to guarantee its long-term sustainability and functionality for your business needs. Undoubtedly, my broad-ranging knowledge allows me to seamlessly handle projects like yours – fully implementing AI-powered models into user-friendly interfaces and packaging them into stable yet dynamic web-apps and desktop clients for multi-platform users.
$20 USD em 10 dias
3,0
3,0

I’ll build your AI app with Python backend, React frontend, and cross-platform desktop client—fast, scalable, and fully tested.
$15 USD em 40 dias
3,0
3,0

Hello!, I am a US-based full stack developer with ~10 years of experience shipping production AI apps with Python backends and modern JS frontends, including web + desktop builds using Electron/Tauri. I read your description carefully and understand the goal: turn ready business logic/data into a production-grade product with a trained model, reproducible training pipeline, a fast inference API, a polished UI, and identical functionality across browser and desktop. My recommended stack is FastAPI for the inference/API layer, React + TypeScript for the UI, and Tauri for the desktop wrapper (lighter footprint than Electron) unless your app needs heavy Node integrations. I’m comfortable with containerization, CI/CD, versioned releases, and clean repo handoff with developer-friendly docs. For the 300ms latency target, I’ll focus on model choice/quantization where applicable, efficient preprocessing, caching, and proper deployment sizing. I’ll also build a consistent state layer so the web and desktop clients share components and logic with minimal divergence. Can you clarify following questions to help me understand the project further? 1. Should inference be fully local in the desktop app, or always call the cloud API? 2. Do you already have a target hosting preference (AWS/GCP/Render) and expected concurrency? If you share the data shape and latency test harness, I can propose a milestone plan from training → API → UI → desktop packaging. Regards, James Zappi
$20 USD em 40 dias
2,6
2,6

Hi, I can take this from concept to a production-ready web + desktop product using a Python backend (FastAPI or Django REST) to serve your model via a clean, documented API, and a React-based frontend that we can wrap with Electron or Tauri so the browser and desktop clients share the same codebase and feature set. I’ll design and implement the training/inference pipeline, make sure the model is reproducible with a clear training script, and focus on keeping inference under your 300 ms target on the provided test data. On the delivery side, I’ll containerize the services with Docker, set up CI/CD so deployments are predictable, secure the web app with HTTPS on your cloud account, and produce Windows/macOS desktop builds that run without manual setup. Everything will live in a Git repo with automated tests and developer-friendly docs so your team fully owns and can extend the code after hand-off. For timeline, I’d structure it as: initial architecture + pipeline setup, then UI + API integration, then packaging/DevOps and optimization, with regular checkpoints so we can validate behavior and performance as we go. Thanks
$20 USD em 40 dias
1,9
1,9

Hello, I’m a full-stack developer with extensive experience in Python (Django/FastAPI/Flask), JavaScript (React/Vue), and desktop packaging with Electron/Tauri, and I can turn your AI application concept into a production-ready web and desktop product. I’ll implement a scalable inference API, build an intuitive UI, ensure consistent performance across web and desktop versions, and set up CI/CD with thorough documentation for easy maintenance. I focus on clean, efficient code with fast inference times and reliable deployment, and I can deliver a fully tested solution ready for immediate use. Best regards, Oleksandr
$20 USD em 40 dias
2,1
2,1

Hi there! Building a seamless AI app for both browser and desktop is tricky without a clean full-stack structure. Cross-platform issues or slow inference can frustrate users and block adoption. I’ll create a Python backend with Django/FastAPI exposing your model via a fast API, paired with a React frontend for a smooth UI. Electron will wrap it for desktop while CI/CD and containerization keep deployment reliable and repeatable. You’ll get a consistent experience across web and desktop, with tests and documentation for easy maintenance. Do you already have a preferred cloud provider for deployment? Start /Open chat now.
$15 USD em 40 dias
0,8
0,8

Hi, this project is a strong match for my background in building production-grade AI applications across web and desktop. I can deliver an end-to-end solution using Python (FastAPI/Django) for a low-latency inference API, a React/Vue frontend, and a shared codebase packaged via Electron or Tauri for Windows and macOS. My focus will be on clean architecture, reproducible ML pipelines, and performance—keeping inference well under the 300 ms target. I’ll handle: • Model pipeline design + reproducible training scripts • Scalable, well-documented Python API • Responsive web UI and identical desktop build • Dockerized deployment, CI/CD, tests, and clean hand-off I can propose a clear milestone-based timeline after reviewing the model and data constraints. Happy to walk you through the architecture and trade-offs before starting. Looking forward to collaborating.
$20 USD em 40 dias
2,8
2,8

❤️ Hello. After reviewing the details of your project , I’m excited about the potential to collaborate with you. I understand you need a full-stack solution that delivers your AI application seamlessly in the browser and as a desktop client, with consistent performance, intuitive UI, and production-ready reliability. ✨ I’ve built Python-powered backends (Django/FastAPI) exposing ML models through clean APIs, paired with React frontends and Electron/Tauri desktop wrappers to reuse the same codebase. The result was smooth, low-latency inference, secure deployments, and maintainable full-stack applications that worked identically across web and desktop. I’ll set up the ML pipeline, REST API, responsive web interface, and cross-platform desktop build, with containerization, CI/CD, automated tests, and clear Git-based documentation. Delivery will include <300 ms inference latency, identical feature sets, and a straightforward handoff so you can own and extend the code immediately. Let's continue in the chat to discuss further and unlock your idea into reality. Best Regards.
$20 USD em 40 dias
0,0
0,0

Hello, I’m a Full-Stack Developer with strong experience in Python, JavaScript, and AI-powered applications, and I can deliver a production-ready web and desktop solution from end to end. Approach: Build a scalable backend using FastAPI or Django, exposing the ML model via a clean REST or GraphQL API, optimized for sub-300 ms inference latency. Design a reproducible ML pipeline (training, evaluation, inference). Develop a modern frontend using React or Vue, focused on performance and usability. Package the same codebase into installable Windows and macOS desktop apps using Electron or Tauri, ensuring identical features across platforms. Handle Dockerization, CI/CD, automated testing, Git version control, and secure cloud deployment with HTTPS. Deliverables: Trained model + reproducible training scripts Scalable Python API Web app deployed to your cloud Desktop builds for Windows & macOS Tests, CI/CD, documentation, and full code ownership transfer I prioritize clean architecture, performance, and maintainability, and I communicate clearly throughout the project. Looking forward to discussing the timeline and details. Best regards, Mejri Montassar Full-Stack & AI Developer
$15 USD em 40 dias
0,0
0,0

Hello, Drawing on years of experience as a seasoned software development company, my team and I can provide the extensive knowledge necessary for this project. Proficient in Python and experienced in Django, we excel at designing, implementing, and deploying powerful, scalable applications – be it web, mobile or desktop. We are well-versed with advanced technologies like AI/ML. That erudition combined with skills in developing UI/UX will prove pivotal while transforming your concept into a full-stack AI system. Moreover, we ardently practice core DevOps principles such as containerisation, CI/CD, and version control—thus, making your project easy to maintain post-completion.
$15 USD em 40 dias
0,0
0,0

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