DarkHalf

AI doesn't make films
Filmmakers do

Like an Arriflex camera, a rack of period costumes, a high-tech edit suite, or a plain old styrofoam boulder… Generative AI is a tool that filmmakers can use to bring their creative vision to life. In the right hands, it's an instrument of extraordinary possibility.

We're those hands.

Human imagination meets Frontier AI.

The Portfolio

AI-VFX Comps

Comps for narrative cinema

Doc & Factual

Stock CGI Recon

Drama

Spatial Rendering

AI Relighting & Volumetrics

AI is only as good as how you direct it.

With 25 years as an award-winning production company, we apply our seasoned creativity and production chops to our AI content. We deliver broadcast and theatrical distribution-ready media that can drop straight into an existing post-production infrastructure.

Advanced Pipelines Spanning enterprise platforms, custom ComfyUI, and fully agentic video systems.
Seamless Integration Merging generative AI with traditional VFX, from compositing AI into live-action footage to building set extensions and LED volume stages.
Minimizing Liability Backed by full legal indemnification so you never have to worry about copyright risk.

Our Pillars

Track record

A leading North American studio for broadcast AI VFX—delivering everything from documentaries to tier-A streaming and feature films.

Production infrastructure

Smooth delivery cycles, professional revision management, and a spec language your post team already speaks.

Legal clarity

We use fully indemnified enterprise platforms on all AI-generated content. With in-house legal counsel and E&O insurance, we take copyright liability off your plate, entirely.

Proprietary AR previs

Our ViZ platform brings AI-native augmented reality previsualization directly into production planning — faster iteration, smarter shots, tighter pipelines.

Opportunities

R&D Engineer — AI Video Pipeline

Dark Half Inc. | Toronto | Full-time, fixed-term | NRC-IRAP funded

About the role

Dark Half is building the commercial production pipeline for AI-generated VFX and content. Under our current NRC-IRAP grant, we're developing an agentic, end-to-end production system that takes a script or prompt and produces a finished video — running entirely on local hardware.

This is a hands-on R&D engineering role for a recent grad or graduating student. You'll work directly under our Technical Director on the build-out of that pipeline, doing real engineering work on real production problems. You'll be writing Python, running open-weight video models on a Blackwell 6000, evaluating new models as they release, and helping us figure out what's actually possible at the frontier.

Who this is for

This role is for someone who wants to work at the intersection of film, television, and AI. The AI part is the day-to-day — Python, ComfyUI, model evaluation. If you're a strong engineer who's been hacking on generative video tools in your spare time because you find the medium genuinely interesting, you'll fit here.

What you'll do

  • Help build and extend the agentic pipeline — orchestration logic in Python, ComfyUI workflow integration, prompt assembly, state management.
  • Run and benchmark open-weight video models (LTX 2.3, Wan, HunyuanVideo, Mochi) on local Blackwell 6000 hardware.
  • Build the smaller tooling around the pipeline: dataset prep scripts, evaluation harnesses, and debugging utilities.
  • Contribute to IRAP reporting deliverables: what we tried, what we learned, what we shipped.

What we're looking for

  • A degree (or final year) in Computer Science, Software Engineering, or Machine Learning.
  • Strong Python — you can read someone else's codebase and add features safely.
  • Hands-on exposure to PyTorch, HuggingFace, and model checkpoints.

What you'll learn

How a real AI production pipeline gets built, from research paper to shipping system. Working with frontier open-weight models on serious local hardware (96GB GPU). Direct mentorship from a senior Technical Director with deep VFX and AI pipeline experience.

How to apply: Send a short note + GitHub / portfolio link to darkhalf@creamproductions.com.

The Tech Stack

Enterprise AI Custom ComfyUI Agentic Systems 3D Gaussian Splatting ViZ AR Platform Unreal Engine 5

AI that holds up when blown up

Created for film and TV, not feeds