ML Web App Supabase & FastAPI

@KayaCreation

Hello there! My name is Kaya , I’m confident I’ll be a great fit for your project "ML Web App Supabase & FastAPI" Please see below my portfolio links for the experience and customer review: https://www.freelancer.in/u/KayaCreation I have 11 years of graphics design experience, I do all type of graphics work, will provide *4 initial drafts *Final files as a vector, transparent png, jpg, pdf, etc. *Provide editable files *No templates or copies from other sources *Excellent communication I look forward to hearing from you, Thank you Kaya

@nitishk277

Hello there, I am interested in your post and can help you structure a solid Postgres schema in Supabase, implement JWT authentication that ties neatly into FastAPI, and wrap your PyTorch models in well-documented async endpoints with Pydantic validation. On the deployment side, I’ll configure Vercel so every commit automatically triggers tests, builds and zero-downtime releases, with environment variables and edge functions wired correctly. I’ll also take care of the Hostinger configuration—domain pointing, SSL, DNS records and any required redirects—so everything works seamlessly together. I’ve worked on several machine-learning–powered applications where the backend exposes ML models through FastAPI endpoints and the data layer is handled cleanly through Supabase with secure RLS policies, so I’m comfortable taking this from setup to production. It would be great if you can share the repo and API contract, I can jump in right away. I’ll keep the changelogs clear, document everything properly and make sure the codebase stays clean and easy to maintain. Looking forward to helping you ship a production-ready ML web app. Regards, Nitish

@usamaansari786

Hi, As a Full Stack developer with profound expertise in JavaScript frameworks like React JS and Node JS, I possess the skills necessary to handle your specific ML Web App project. My solid foundation in Python and MySQL is directly applicable to your needs for the FastAPI and Supabase work, respectively. Having already developed over 50 web applications, I'm adept at optimizing database management, designing comprehensive schemas, and ensuring secure, well-documented endpoints. My commitment to quality code that adheres to exemplary coding standards aligns perfectly with your need for clean, efficient implementations. I've handled code anomalies and legacy system modifications with finesse, never once compromising live environments or functionality. I believe you'll find my unique blend of deep technical proficiency and strategic insight quite valuable when it comes to meeting your stated success criteria. Lets have a chat warm regards Usama Ansari

@duncank52

Hi there, This looks like the kind of backend / API builds where stability and clarity matter more than quick hacks – that’s usually where I add the most value. Here’s how I’d approach it: With PHP, Python, NoSQL Couch & Mongo in your stack, I’ll keep the structure lightweight, predictable and easy to maintain. • Add basic logging and error handling so issues surface early instead of in production. • Build endpoints in a tidy, predictable way so behaviour is easy to test and reason about. We can also start with a small initial slice so you can see the quality before we run the full project. If this feels aligned with what you’re aiming for, I’d be glad to take this forward. Best regards, Duncan.

@Poenga

Hello, I can wire your existing PyTorch models into a FastAPI backend with async, Pydantic-validated endpoints, Supabase Postgres + RLS + JWT auth, and a responsive front end deployed on Vercel with zero-downtime CI/CD. I’ll also configure Hostinger DNS/SSL, environment variables, and clear changelogs so every push runs tests, builds, and automatic production deployment in a setup you can easily maintain.

@abbas021

Hi, I’ve gone through your project description carefully, and I’m confident that I can handle this project efficiently. We are an expert team which have many years of experience on PHP, Python, NoSQL Couch & Mongo, MySQL, PostgreSQL, Web Development, FastAPI, Vercel Lets connect in chat so that We discuss further. Thank You

@chauhanharshpal

I can help you build a production-ready ML-driven web app using Supabase, FastAPI, Vercel, and Hostinger. I’ll set up a clean Postgres schema with RLS, secure JWT auth, well-documented FastAPI endpoints for your ML models, and a smooth CI/CD pipeline on Vercel. I’ll also handle the domain and DNS setup on Hostinger. Share the repo when ready, and I’ll take it from there.

@adamaknt

Hello, I am writing to express my strong interest in this opportunity as a full stack developer with solid experience in Supabase, FastAPI and ML driven applications. Previous similar experience: I built a Supabase backed app where RLS and JWT auth connected directly to a FastAPI service that served PyTorch predictions. I also delivered an async FastAPI API with Pydantic models wrapping ML logic, and set up a Vercel pipeline that tested, built and deployed the frontend while DNS and SSL lived on another provider. These projects helped me handle multi platform setups without breaking deployment flow. What will do: I will review your repo and define a clean Supabase schema with RLS policies tied to FastAPI auth. I will expose your PyTorch models through typed, async FastAPI endpoints with clear documentation. I will configure Vercel so each push runs tests, builds and deploys with correct environment variables and edge functions. I will point your Hostinger domain to Vercel, activate SSL and fix DNS or redirects so everything resolves without errors. I will keep a simple changelog and add comments where needed. I would love to discuss further and make something great together. Thank you.

@Kutloano4

I am a perfect fit for your project, understanding your need for a clean, professional, and seamless integration across Supabase, FastAPI, Vercel, and Hostinger. Your focus on automated CI/CD pipelines, JWT-based authentication, and responsive deployment aligns perfectly with my approach to user-friendly, well-documented, and efficient full-stack solutions. I offer expertise in designing robust Postgres schemas with RLS, crafting async FastAPI endpoints with Pydantic validation, and configuring Vercel deployments with zero downtime. While I am new to freelancer, I have tons of experience and have done other projects off site. I would love to chat more about your project! Regards, kutloano

@hlibi2

Hi, there. I can help you deliver a fully production-ready ML-driven web app using Supabase, FastAPI, Vercel, and Hostinger, with each layer cleanly integrated and automated ?. Your project will have a stable Postgres schema with proper RLS, JWT auth wired end-to-end, FastAPI endpoints wrapping your PyTorch models with async + Pydantic, and a Vercel pipeline that builds, tests, and deploys on every push. I’ll also configure Hostinger so your domain, SSL, DNS, and redirects map perfectly to Vercel for a seamless public deployment. Once you share the repo and API contract, I’ll implement clean code, clear comments, and a proper changelog to keep everything transparent. Best Regards.

@ChristopherB211

Hello! I am an AI Engineer and Complex Systems Analyst specializing in High-Efficiency, Production-Ready Deployments. I understand you need an experienced engineer to architect and integrate a performant, modern web application stack, ensuring your PyTorch ML models are securely and reliably exposed via a serverless architecture. I will architect and integrate the entire system, focusing on security, performance, and automation across all four platforms: Postgres & RLS: I will design a well-structured Postgres schema optimized for performance. Crucially, I will implement fine-grained Row-Level Security (RLS) policies to enforce data access rules directly at the database level, ensuring security even against backend vulnerabilities. JWT Integration: I will securely integrate Supabase's JWT authentication to authorize all requests passing through the FastAPI backend, establishing a robust security perimeter. Clean, Async Endpoints: I will engineer clean, documented, async FastAPI endpoints to wrap your existing PyTorch models. This asynchronous support is vital for high-efficiency I/O and low-latency response times under load. Data Integrity: Pydantic models will be used rigorously for input/output validation, acting as guardrails to maintain data integrity across the API boundary. Sincerely, Christopher / ActuarialOS, Founder

@Raghavjhag01

Hi, I can help you execute the full ML + Optimization workflow for your Master’s research project—data preprocessing, regression models, clustering, and implementation of metaheuristics like GA, SA, VNS, and PSO. I’ll deliver clean, well-documented Python code, comparative results, and clear visualizations suitable for thesis use. What size/format is the traffic dataset? Which ML models do you want to benchmark (linear, tree-based, ensemble)? Which optimization algorithms do you prefer, or should I run all (GA/SA/VNS/PSO)? Any specific metrics your thesis requires?

@sabbas1514

Hello, I’m a Full Stack Developer with 15 years of experience. I can create a modern, responsive machine-learning web application with Supabase, FastAPI, Vercel, and Hostinger, featuring a secure database, async ML endpoints, CI/CD deployment, and a fully responsive front-end. Do you want the ML inference to be handled entirely server-side via FastAPI, or should some lightweight inference run client-side for faster real-time responses? Let’s discuss in chat as I have some queries to ask regarding the project to proceed further. Are you available for a quick chat? Best Regards, Syed A.

@Jasim0021

With a multifaceted profile like mine, your project will be forge ahead in the right direction. Over the past 7 years, I have garnered an impressive repertoire of skills and experience including your central requirements: Supabase, FastAPI, Vercel and Hostinger - all cornerstones for your ML web app. I have delivered over 15 projects that involved managing complex principles such as JWT-based authentication and fast data deployment to users via APIs. Trust me to get your project up and running with a well-structured Postgres schema that is not only robust but also secure. My expertise in backend development using Node.js will guarantee those clean, well-documented and efficient endpoints you seek. Having worked with MongoDB on a fair amount of projects, I am confident in my ability to adapt my skills to your database needs. Additionally, agile methodologies are my forte hence ensuring that as we work from conceptualization throughout the project, we can adjust more flexibly to the ever-evolving requirements. At heart, I am solutions-driven- consistently pushing past technical challenges towards meeting client objectives efficiently. Furthermore, organization and documentation are aspects where I thrive evidenced by my commendation for clear changelogs in previous projects. Ready to take on this new adventure

@saritam67

Hello, I can deliver a production-ready ML web application across Supabase, FastAPI, Vercel, and Hostinger. I’ll design a clean Postgres schema with RLS and JWT authentication in Supabase, expose your PyTorch models through well-documented, async FastAPI endpoints with Pydantic validation, and configure Vercel for CI/CD with zero-downtime deploys and secure environment handling. I’ll also handle domain routing, SSL, and DNS setup on Hostinger. I work with clear changelogs, well-commented code, and a structured handover to ensure long-term maintainability.