Procedural Generation

Creates simple procedural systems in Unity: random level generation, procedural terrain with Perlin Noise, randomized loot tables. Uses Unity Random and Mathf for generation.

Creates procedural systems in Unreal: PCG (Procedural Content Generation) framework, random placement, noise-based terrain. Uses Blueprints and PCG graphs for generation rules.

Develops advanced procedural systems in Unity: Wave Function Collapse, L-systems for vegetation, procedural mesh generation. Ensures seed-based reproducibility and configurable generation.

Develops advanced PCG systems in Unreal: custom PCG nodes, rule-based generation, biome systems. Ensures seed-based reproducibility and artist-friendly controls for fine-tuning.

Designs scalable procedural generation systems for Unity: infinite world generation, streaming, biome systems. Uses Compute Shaders for GPU-accelerated generation and Burst Compiler for CPU generation.

Designs scalable PCG systems for AAA Unreal: infinite world streaming, GPU-accelerated generation, deterministic generation for multiplayer. Integrates with World Partition.

Defines procedural generation strategy for Unity projects. Establishes procgen pipeline: from game design constraints to runtime generation. Coordinates artists and programmers.

Defines procgen strategy for Unreal projects. Establishes PCG pipeline with art direction controls. Coordinates level designers, artists, and programmers.

Defines procedural generation as a strategic direction for the studio. Evaluates ML-driven generation (AI-assisted content creation). Shapes procgen technology platform.

Defines procedural generation as a strategic direction for the studio. Evaluates AI-driven generation. Shapes PCG technology platform for cross-project use.