# Grayhat Project: TrainEngine

> Generate unlimited AI assets for games.

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### Company Information

- Company: Grayhat Developers PVT Ltd
- Brand: Grayhat
- Base URL: https://grayhat.studio/
- Tagline: We build cool stuff
- Description: Grayhat develops technology solutions for clients around the world, ranging from startup apps to full-fledged existing systems.
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- Established: 2022
- Service areas: Global

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## Summary

Generate unlimited AI assets for games.

## Project Resource Estimate

- People count: 1
- Estimated cost bucket: <50k USD
- Role composition: 1x Software Engineer 1
- Estimation disclaimer: Figures are approximate and provided for transparency. Final project costs may vary based on scope, timeline, and evolving requirements.

## Project Details

- Project ID: `PROJ-0024`
- Slug: trainengine
- Status: Completed
- Client: Playroom
- Category: External
- Start date: 2022-12-28
- End date: 2023-04-17
- Duration: 3 months
- Year: 2023
- Gallery attachments: 4
- Created at: 2026-06-04 11:35:34.889010
- Canonical Project: https://grayhat.studio/projects/trainengine
- Project API: https://grayhat.studio/api/public/v1/projects/trainengine

## Complete Description

TrainEngine.ai was a first-of-its-kind platform for creating, training, and applying custom image models built around Dreambooth-style workflows. It enables artists and creators to fine-tune their own models on demand and generate large volumes of AI-driven visual assets from them.

The platform is designed with a GitHub-like mental model: GitHub authentication, one-to-one user mapping, and a familiar repository-style structure for managing models and outputs. Beyond single-model generation, it introduces model chaining—allowing multiple trained models to be composed together to produce richer, more expressive results.

We built features for end-to-end creative control, including a UI for model fine-tuning, generative asset creation, and seamless experimentation across models. The result is a system that blends infrastructure-grade AI tooling with a creator-first interface, aimed at expanding what’s possible in digital art and design.

## Client and Testimonial Context

- Client: Playroom Inc
- Client website: https://joinplayroom.com
- Client territory: California
- Client short bio: The lightweight multiplayer backend which powers hundreds of games.

## Project Links

- [Live project](https://trainengine.ai)
- [Preview](https://trainengine.ai)

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