A decade of production-proven pipeline architecture across the world's foremost VFX studios — now available as a fractional partner for studios who refuse to compromise on technical excellence.
Four high-impact service areas. Each delivered with production-grade rigour and the speed your pipeline demands.
Deep audit of your current pipeline state — identifying bottlenecks, technical debt, and the highest-leverage improvements. Delivered as a written roadmap you can act on immediately.
From $155 / hrActive tool and workflow engineering — DCC integrations, Python and C++ scripting, CI/CD automation. Production-ready code, not prototypes. High demand, limited availability.
From $130 / hrUSD schema design, Hydra delegate architecture, and the emerging frontier — ComfyUI-to-USD generative pipelines, diffusion model ingestion, and NVIDIA Omniverse workflows.
From $185 / hr3D Gaussian Splatting ingestion, NeRF pipeline integration, robotics simulation architecture, and photogrammetry pipeline design. The pipeline layer that most studios haven't built yet.
From $200 / hrBuilt at the studios that set the standard. Available to the studios that want to reach it.
Machina Mirae is the practice of Srijan — a Senior Pipeline Engineer with a decade of production experience across the world's most demanding VFX environments. The work spans OpenUSD architecture, GPU-accelerated simulation, AI-driven pipeline tooling, and the emerging intersection of spatial intelligence with professional production.
The practice operates as a fractional partner — embedded deeply enough to understand your pipeline, independent enough to see what your internal team can't.
The discovery brief takes eight minutes. It covers your stack, your pain points, and what success looks like — so the first conversation is already scoped.
Prefer to reach out directly before filling the discovery brief? That's fine. Send a message with a rough description of your pipeline challenge and we'll take it from there.
Not ready for the full discovery brief? Drop a message here and we'll be in touch.
We'll review your message and be in touch within 48 business hours. In the meantime, feel free to start the discovery brief at machinamirae.com/discovery.