AI-first Full Stack Mobile
12 hours ago
Job description
I'm looking for an AI-first full stack mobile & web developer, with at least five years of experience. The saas helps users design their fashion garments.Similarly close software companies are , , You can sign up yourself to have a hands on experience with what I'm talking about.
The whole idea boils down to a simple generative ai API wired to a UI, plus the real-time edits (controlnet-scribble).
I was able to implement sketch to image API (sketch paired with text prompt), but I wasn't successful in uploading an image, drawing over it (coat with a belt) to transform it into another (coat without a belt), without the need to pair with a text prompt.
Finally I want the fabric to glow when user hovers on that particular section, sleeve for example, while the rest of garment is intact.
This is achieved by using FLUX.1-dev Inpainting ControlNet model.Here is the entire pipeline
I need to transition from a simple "scribble-to-image" model to a multi-stage pipeline that combines Interactive Segmentation with Inpainting.
The following tools and strategies will allow the implementation of the "hover and isolate" behavior:
The Segmentation Foundation:
Segment Anything Model (SAM)
To achieve the "hover-to-glow" and granular isolation of areas like sleeves or pockets, you should use Meta's Segment Anything Model (SAM 2 or SAM 3).
What it does:
It creates a pixel-perfect mask of any object (e.g., a sleeve) based on a single click or hover coordinate.
How to use it:
- Backend: Deploy the model via Replicate (SAM) or Roboflow Inference.
- Frontend: When a user hovers over a hoodie, send the
- Specialized Clothing Segmentation APIs
naklecha/clothing-segmentation: Available on Replicate, this model can automatically partition a garment into categories like "left arm," "right arm," and "torso".
X-Design Clothes SegmentationAPI:
Detects specific clothing areas and provides masks for granular editing.
Specializes in virtual try-ons and garment draping, which can help in maintaining the hoodie's texture while adding new graphics.
Rendering the Change:
ControlNet Inpainting
Once achieving isolated areas (e.g., the sleeve) using a mask from SAM, use a ControlNet Inpainting workflow instead of just a Scribble model.
The Workflow:
Input:
Original hoodie image + Mask (from SAM) + Scribble (user's annotation) + Text Prompt.
API:
Use a model like ControlNet Inpaint on Replicate.
Result:
The AI will only change the pixels inside the mask, ensuring the rest of the hoodie remains untouched while the "desired outcome" is rendered into the isolated area.
Contract duration of less than 1 month. with 30 hours per week.Mandatory skills:
React Native, Flutter, React, Java, PHP, Android App Development, Mobile App Development, iOS Development, Laravel, Mobile UI Design, WordPress, RESTful API, , MERN Stack, MEAN Stack
Similar jobs
We are building TemSmile VA, a mobile and web platform that connects licensed dental hygienists with Virginia dental offices seeking temporary staffing. · We are looking for an experienced full-stack developer to build: Mobile app (iOS & Android) · Web admin portal · Secure backe ...
2 weeks ago
This role is ideal for someone who can handle both mobile frontend and server-side logic confidently. · ...
1 month ago
We are seeking a talented Full-Stack Mobile Developer with expertise in React Native to lead the V2 development of our mobile application and handle Android deployment. The ideal candidate should have a strong background in mobile app development with a focus on creating seamless ...
1 week ago
We operate out of Delhi NCR and build mobile-first consumer AI apps designed for India-scale impact. We move fast, ship weekly, and iterate based on real user feedback. · You'll work closely with the founding team to build and ship mobile-first consumer AI applications end-to-end ...
1 month ago
+We are looking for a skilled Full-Stack Mobile Developer to take over the development of Kuwboo. · +Review current progress and refine existing modules. · Fix existing bugs and build out remaining features. · ...
1 month ago
We're hiring a Full-Stack Mobile Developer · Looking for an experienced developer to upgrade and modernize the tech stack of our multi-service on-demand super app. · You'll work across iOS, Android, backend services, and admin systems · ...
1 month ago
We're looking for an experienced developer (or small team) to help connect our front-end and back-end and build a mobile app that integrates seamlessly with our platform. · ...
2 weeks ago
We're hiring a Full-Stack Mobile Developer Looking for an experienced developer to upgrade and modernize the tech stack of our multi-service on-demand super app which includes ride hailing food delivery platform + restaurant delivery and service providers You'll work across iOS A ...
1 month ago
The Full Stack Mobile Developer role offers an exciting opportunity to contribute to international SaaS projects in a dynamic environment. · ...
1 month ago
I'm building a secure app for professionals to store and track expiring credentials (licenses/certifications) with documents, reminders, and a clean dashboard. · ...
1 month ago
We are looking for a smart, fast-learning Full-Stack Engineer who enjoys building real products end-to-end — from backend APIs to web to mobile apps. · You will work across React (web), React Native (iOS & Android), and Java backend systems to ship features quickly and iterate ba ...
4 days ago
+We at SB-EK are looking to work with a senior mobile / full-stack engineer on a well-paid product build. This is a hands-on role focused on execution not theory. · +Strong experience with APIs media handling and cloud services · Must have shipped real products end-to-end · +.men ...
1 month ago
We are looking for a highly skilled Full-Stack Mobile Developer with strong expertise in React Native for mobile app development and Python FastAPI for backend microservices. · Build scalable mobile applications. · Design REST APIs. · ...
1 month ago
We are looking for a smart, fast-learning Full-Stack Engineer who enjoys building real products end-to-end — from backend APIs to web to mobile apps.We will work across React (web), React Native (iOS & Android), and Java backend systems to ship features quickly and iterate based ...
4 days ago
We are looking for a smart, fast-learning Full-Stack Engineer who enjoys building real products end-to-end — from backend APIs to web to mobile apps. · This role requires strong vibe-coding ability — thinking while building, exploring solutions live, and turning ideas into workin ...
4 days ago
We are a health technology company and we believe that every human matters. · Participate in the full software development lifecycle · Challenge requirements, design decisions, and quality standards to drive robust solutions · Serve as a recognized technical contributor within th ...
1 week ago
Participate in the full software development lifecycle, working with a high degree of autonomy and collaborating closely (including pairing) with other software engineers. · ...
1 week ago
We are looking for a Full‑Stack Mobile Engineer (Flutter + Python) who can own features end‑to‑end. · You will build polished mobile experiences in Flutter and power them with Python backend systems such as notifications, background jobs, schedulers, and reminders · , while integ ...
1 week ago
We are looking for a Full Stack Mobile Developer to join our team. The ideal candidate will have 6–8 years of hands-on front-end development experience and strong proficiency in TypeScript and modern React architecture. · Participate in the full software development lifecycle. · ...
2 weeks ago
We are looking for Software Engineers to focus on delivering secure, scalable and integrated logistics experiences. · ...
1 month ago
We are looking for a designer and web developer who can help us create an educational application with encyclopedic-style content.We would like to have a conversation to review and evaluate proposals in order to bring our creative and educational vision into development. · ...
1 month ago