Generative AI, Diffusion, Computer Vision Expert — Build an Interactive Content Creation StudioFreelanceJobs • Canada
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Generative AI, Diffusion, Computer Vision Expert — Build an Interactive Content Creation Studio
FreelanceJobs
- Canada
- Canada
À propos
I'm building an authoring platform where creators compose 3D scenes — camera, lighting, layout — and AI generates high-fidelity visuals that are interactive and responsive to end users. Not just pretty renders; explorable, narrative-driven content that adapts to viewer input.
I need a senior engineer who lives at the intersection of generative AI, 3D graphics, and computer vision — comfortable with recent research and building production-quality pipelines.
What You'll Do
- Analyze existing 2D/3D-native AI generation approaches (architecture, rendering pipelines, scene control)
- Build a custom authoring environment: 3D scene composition in, controllable AI-rendered output out
- Develop the interactivity layer — the key differentiator. Think explorable scenes, interactive storytelling, content that responds to user input
- Integrate state-of-the-art models (diffusion, NeRFs, Gaussian Splatting) with a focus on controllability and real-time performance
- Implement CV components (depth estimation, segmentation, scene understanding) to enable context-aware interactivity
- Collaborate on product direction — think creatively about what's possible, not just execute specs
Required
- Hands-on with generative image/video models (Stable Diffusion, ControlNet, IP-Adapter, SVD) — fine-tuning, conditioning, custom pipelines
- Strong 3D graphics background — NeRF, Gaussian Splatting, mesh-based representations, camera models
- Computer vision: depth estimation, segmentation, scene reconstruction
- Python / PyTorch / ML ecosystem; bonus for , Unity, or Unreal
- Can read and implement from recent papers
- Clear communicator on complex technical trade-offs
Nice to Have
- Creator-facing tools or authoring environment experience
Real-time rendering or game engine background
- Familiarity with emerging pipelines (World Labs, Meshy, Tripo, Spline AI)
- Multi-view consistency, view synthesis, or video generation experience
To Apply
- 2–3 examples of relevant work (gen AI pipelines, 3D/CV projects, interactive media, creative tools)
- Your take on what "interactive AI-generated content" could look like — show me you're thinking creatively, not just technically
Contract duration of 3 to 6 months. with 30 hours per week.
Mandatory skills: Machine Learning, Computer Vision, Generative AI, AI Content Creation, AI Content Writing
Compétences linguistiques
- English
Avis aux utilisateurs
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