AIAI-powered impact

Breakout Fashion

Overview

AI-powered virtual try-on platform allowing users to visualize outfits using uploaded photos or 3D avatars.

Challenge

Enable realistic clothing simulation and virtual try-on using AI and computer vision technology.

Solution

Built try-on model integration with TensorFlow.js and FastAPI backend, created frontend interface for upload and visualization.

Project timeline

Key phases from kickoff through launch and iteration.

-August 2025
Explored computer vision models for clothing simulation.
-August–September 2025
Built try-on model and frontend upload interface.
-October 2025
Released virtual try-on platform.

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What our users say

See what our customers have to say about us.

They rebuilt our frontend with performance in mind. Our Core Web Vitals improved dramatically and conversion rates went up.

David K.

Founder, Series A SaaS

Novilance integrated our complex APIs and delivered a dashboard that our users love. Real attention to detail.

Priya S.

Head of Product, Growth Startup

The MVP they built helped us secure our seed round. Clean code, great UX, and they truly understood what investors look for.

Anna P.

Founder, Early-Stage Startup

They rebuilt our frontend with performance in mind. Our Core Web Vitals improved dramatically and conversion rates went up.

David K.

Founder, Series A SaaS

Novilance integrated our complex APIs and delivered a dashboard that our users love. Real attention to detail.

Priya S.

Head of Product, Growth Startup

The MVP they built helped us secure our seed round. Clean code, great UX, and they truly understood what investors look for.

Anna P.

Founder, Early-Stage Startup

Their cloud migration reduced our infrastructure costs significantly while improving uptime. Highly recommend their DevOps expertise.

Michael O.

Engineering Lead, FinTech Startup

Working with Novilance on our mobile app was seamless. They delivered a polished product ahead of schedule.

Emily N.

Product Lead, EdTech Startup

Novilance's design system implementation gave us consistency across all our products. Our design and engineering teams finally speak the same language.

Carlos M.

Design Lead, Digital Agency

Their cloud migration reduced our infrastructure costs significantly while improving uptime. Highly recommend their DevOps expertise.

Michael O.

Engineering Lead, FinTech Startup

Working with Novilance on our mobile app was seamless. They delivered a polished product ahead of schedule.

Emily N.

Product Lead, EdTech Startup

Novilance's design system implementation gave us consistency across all our products. Our design and engineering teams finally speak the same language.

Carlos M.

Design Lead, Digital Agency

They handled our infrastructure migration flawlessly. Zero downtime and the monitoring they set up caught issues before our users ever noticed.

Lisa T.

CTO, B2B Platform

Our AI chatbot launch went smoothly. The team understood our requirements immediately and delivered on time.

James R.

VP Engineering, SaaS Company

Novilance transformed our internal tools from legacy systems into modern, fast platforms. Their technical depth is outstanding.

Sarah C.

CTO, Series B Startup

They handled our infrastructure migration flawlessly. Zero downtime and the monitoring they set up caught issues before our users ever noticed.

Lisa T.

CTO, B2B Platform

Our AI chatbot launch went smoothly. The team understood our requirements immediately and delivered on time.

James R.

VP Engineering, SaaS Company

Novilance transformed our internal tools from legacy systems into modern, fast platforms. Their technical depth is outstanding.

Sarah C.

CTO, Series B Startup

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