Gabriel Souza

• Integrated 4 open-source AI models to work into Foundry's Nuke for VFX artists. Including Stable-Diffusion 2.1, Robust Video Matting, Deep HDR (high dynamic range images), and RollingDepth (depth matte generation)
• Conducted high-resolution deepfake training on custom datasets and researched deepfake architectures such as SAE, LIAE, and AMP to improve facial synthesis techniques.
• Developed a serverless implementation of ComfyUI, streamlining deep learning workflows for image and video generation.
• Consulted with managers to define AI-driven solutions for VFX pipelines.

-Integrated a deepfake pipeline into the studio’s workflow, delivering higher-quality shots than traditional compositing methods.

-Lead Compositor for Dave (Season 3) & The Morning Show (Season 3), managing high-profile sequences.

-Delivered complex deep compositing and Nuke 3D shots.

-Used image-to-image translation to enhance 3D rendering, simulate compression artifacts, and restore hidden details.

-Developed deep learning models for age & gender classification, face parsing, pose estimation, super-resolution, face-swapping, and sky replacement.

-Built a Python GUI for seamless access to AI models in the production pipeline.

-Created blood effects, muzzle flashes, and 3D composites for Army of the Dead.

-Keying, set extensions, and VFX compositing for Creed II and Stranger Things: Season 2.

-White House set extensions in Zombieland: Double Tap.

-Wire removal, beauty work, and background replacement for Spider-Man: Far From Home and Men in Black: International.

-Completed intensive training in node-based 2D & 3D compositing.

-Delivered roto and prep work for Justice League.