Generative Production
& Creative Direction
CONCEPT → WORKFLOW → PRODUCTION → DELIVERY
01 — 05
APPROACH
Mila takes ownership from idea to finished work: helping define what needs to be made, figuring out how to make it, working hands-on with the tools and workflows, and leading production when more people are involved.
WORKFLOW /Hands-on generative production across ComfyUI and custom/adapted node-based workflows, commercial platforms and open-source models. Experience includes LoRA training, ControlNet and reference-based conditioning, character consistency, image-to-video, video-to-video, first/last-frame control, video extension and multi-model pipelines — integrated with traditional editing, 3D and post-production when useful.
PRODUCTION STACK / Flux · WAN · Kling · Veo · Seedance · LTX · Runway · Hailuo · Higgsfield · HeyGen · ElevenLabs · Suno · OpenAI image models · PuLID · CapCut · Topaz
01 / Conference explainer · 2026
A conference explainer for LAMBDA, translating its on-demand microgravity concept and drone operation into a finished film in two days, working from a script and limited product reference
AI + 3D visual production / 2D motion graphics / rapid workflow design / editingFIELD STUDY / 02
02 / Generative Presentation · 2026
A generative presentation for a vineyard and its wines, built from photography, generated scenes and a consistent digital version of the owner. Designed around continuous visual transitions to sustain attention across a longer-form presentation.
03 / Visual Studies
Short-form visual studies across fashion, music, characters and surreal environments, built around continuity, controlled transformations and attention-led pacing.
METHODS / First/last-frame control · image-to-video · video-to-video · reference conditioning · character consistency · controlled transitions
04 / AI films
Two short films developed in early 2025. Working on character consistency and visual continuity since 2023, before either was particularly cooperative.
A stylized 3D short built around two recurring characters, developed across multiple scenes while maintaining a consistent visual world.
Character consistency / reference-based generation / image-to-video / generative animation / multi-shot continuity
A short about people controlled by invisible strings until the system glitches and some of them begin to see them.
Custom character development and LoRA training were combined with multiple generative-video workflows to maintain the world and characters across shots.
Flux / LoRA training / ComfyUI / image-to-video / lip sync / multi-model animation
05 / Experiments
A 12-character series developed as a consistent visual system across the zodiac.
Character system / visual consistency / image-to-video / speech-driven animation
01Scorpio
02Cancer
03Pisces
04Virgo