3D Modeling & Python Specialist Freelance AI Trainer Project
Invisible Agency
Description
Project Overview
We are sourcing independent 3D Modeling and Python Specialists to provide their expertise for a specialized AI 3D asset collection project. As AI models increasingly generate and interact with 3D environments, their accuracy relies entirely on robust, expert-crafted training data. The objective of this project is to autonomously produce collision-accurate 3D meshes from 2D reference images, write procedural generation scripts, and deliver structured programmatic outputs (JSON/JS) to train AI systems on geometric construction and trajectory logic.
Project Deliverables & Scope
Operate autonomously to generate precise 3D assets and programmed outputs. Expected deliverables include:
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About Invisible Agency
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Interview Prep Guide
Preparation Strategy
To prepare for this role, focus on reviewing 3D modeling concepts, practicing procedural generation scripts in Python, and familiarizing yourself with JSON/JS output formats. It's also essential to practice generating 3D assets, writing procedural generation scripts, and producing structured programmatic outputs. Make sure to optimize your 3D assets and programmed outputs for AI training, and pay attention to detail in your work.
Likely Interview Rounds
- 1. Technical~60 min
What to prep: Review 3D modeling concepts, practice writing procedural generation scripts in Python, and familiarize yourself with JSON/JS output formats
- How do you approach generating 3D meshes from 2D reference images?
- What Python libraries do you use for 3D modeling and procedural generation?
- Can you explain your experience with JSON/JS output for training AI systems?
- 2. Take-home~120 min
What to prep: Practice generating 3D assets, writing procedural generation scripts, and producing structured programmatic outputs
- Create a simple 3D mesh from a given 2D reference image using Python
- Write a procedural generation script to produce a set of 3D assets
- Deliver a structured programmatic output (JSON/JS) for a given 3D scenario
Most Likely Questions
- How do you ensure accuracy in 3D modeling and procedural generation?
- Can you explain your experience with geometric construction and trajectory logic?
- How do you optimize your 3D assets and programmed outputs for AI training?
Common Pitfalls
- Lack of attention to detail in 3D modeling and procedural generation
- Inadequate understanding of geometric construction and trajectory logic
- Insufficient optimization of 3D assets and programmed outputs for AI training
Free Prep Resources
- • Blender
- • Python documentation
- • Three.js
- • JSON.org