180+
Video Projects Completed
My Story
I entered generative visual production in 2018 while experimenting with machine-assisted animation and procedural image workflows for short experimental films. My early projects involved simple motion synthesis, frame interpolation, and visual transformations that often required extensive manual cleanup. A particularly difficult project involving a sequence of animated illustrated characters taught me how strongly reference quality and prompt structure influence visual consistency. That experience pushed me toward studying generative media as a production discipline rather than treating it as a novelty.
"The strongest AI video workflow is not about generating more clips; it is about giving every generation a clear visual purpose."
Between 2019 and 2021, I worked with small creative teams in Austin and Los Angeles on product explainers, social video concepts, experimental commercials, and animated visual sequences. I gradually developed repeatable methods for describing camera movement, subject behavior, lighting, composition, and temporal changes so generated clips required less correction. By 2022, I had completed more than 100 individual AI-assisted video experiments and began documenting differences between emerging text-to-video and image-to-video systems. Those projects expanded my expertise from prompt writing into model evaluation, visual continuity, editing, and end-to-end production planning.
FrameForge exists because AI video tools are changing quickly while practical production guidance often becomes outdated just as quickly. I wanted a place where creators could learn how text prompts, reference images, camera instructions, motion descriptions, model selection, and post-production interact in an actual workflow. The site focuses on repeatable techniques, clear explanations, hands-on comparisons, and realistic expectations rather than exaggerated promises about what AI video can produce. Readers should leave each guide with a better understanding of both the creative possibilities and the limitations of current generation systems.
Areas of Expertise
✍️
Text-to-Video Prompting
I develop structured prompts that define subjects, environments, camera movement, lighting, composition, action, pacing, and visual style without burying the core instruction under unnecessary wording. Years of testing have shown me how small changes to motion verbs, camera directions, and temporal descriptions can produce very different generations. I use these techniques for cinematic clips, product concepts, short-form storytelling, and controlled visual experiments.
🖼️
Image-to-Video Animation
I specialize in turning still images into controlled moving sequences while preserving the important visual characteristics of the source frame. My workflow considers subject motion, camera movement, depth cues, environmental animation, facial stability, and the amount of movement the source image can realistically support. This is particularly useful for animating illustrations, product imagery, portraits, concept art, and social media visuals.
🎭
Character Consistency
I test techniques for keeping characters recognizable across multiple generated shots, including reference-image preparation, descriptive consistency, wardrobe details, framing, and controlled movement. I evaluate whether a method preserves facial structure, clothing, proportions, hairstyle, and other defining visual attributes from scene to scene. These techniques are useful when building short narratives, recurring characters, advertisements, and serialized AI video content.
🎥
Cinematic AI Workflows
I build production workflows that break a finished video concept into individual shots rather than asking a generation system to create everything at once. Each shot is planned around composition, lens feel, camera movement, lighting, subject action, transitions, and continuity before generation begins. This approach makes AI-generated sequences easier to assemble into coherent stories during editing.
⚙️
AI Video Model Evaluation
I compare video-generation systems by testing equivalent creative tasks instead of relying only on feature lists or promotional demonstrations. My evaluations look at motion quality, prompt adherence, image fidelity, temporal consistency, camera control, generation speed, resolution, and the amount of editing required afterward. This gives creators a practical framework for selecting a model according to the actual job they need it to perform.
🎞️
AI Video Post-Production
I use conventional editing techniques to turn individual generated clips into coherent finished sequences with consistent pacing and visual rhythm. My workflow includes trimming unstable frames, matching shots, correcting timing, adding sound design, improving transitions, and selecting the strongest generations from multiple attempts. Understanding the relationship between generation and editing helps prevent creators from expecting a single prompt to produce a finished film.
Certifications & Training
Generative AI for Creative Production Certificate
Advanced AI Video Prompting and Production Credential
Career Timeline
🌱
2018
Generative Media Production Apprentice
I entered generative visual production in 2018 through experimental animation projects that combined procedural graphics, machine-assisted image manipulation, and traditional editing. My first major project explored how illustrated characters could be given simple movement while preserving their original visual style. The process was slow and inconsistent, but it gave me the foundation for studying how generated visuals behave frame by frame.
🏢
2019–2021
Generative Video Production Specialist
From 2019 to 2021, I worked with small creative teams on product explainers, experimental commercials, social videos, and short visual sequences. I developed structured methods for describing camera movement, lighting, subject behavior, and scene composition while learning how to combine generated footage with conventional editing. During this period I completed more than 60 AI-assisted visual projects and began systematically comparing different generation workflows.
🚀
2022–2024
Independent Generative Video Producer
From 2022 through 2024, I moved into independent production and expanded my work across text-to-video, image-to-video, character consistency, and cinematic AI workflows. I completed more than 100 additional projects while developing repeatable prompt structures and shot-planning methods for creators and small production teams. This period became a turning point because I began documenting not only successful generations but also failure patterns, artifacts, continuity problems, and practical fixes.
✦
2025–Present
Independent AI Video Researcher and Creator
Since 2025, I have focused on testing rapidly changing AI video models and translating production experiments into practical educational guides. My current work covers text-to-video, image-to-video, prompting, cinematic shot design, consistency, model comparisons, and AI-assisted post-production. I built FrameForge to give creators a practical reference for understanding what current AI video systems can do and how to use them effectively.
Published Work & Mentions
- 📰
Generative Media Review
Contributing writer for 'Designing Consistent Characters Across AI Video Shots' (2024)
- 🎙️
The Synthetic Frame Podcast
Guest episode on building repeatable text-to-video workflows and reducing visual inconsistency in generated sequences
- 📊
Generative Creators Collective
Contributor to a community case study examining prompt structure, reference images, and motion control across AI video workflows
- 🎤
Future Frames Summit
Speaker session on 'From Prompt to Shot List: Planning AI-Generated Video Like a Filmmaker'
How I Write
How I Test Every Video Workflow
I test AI video techniques by recreating the same creative objective across different prompting approaches, reference images, motion instructions, and model settings. I pay particular attention to character consistency, camera movement, temporal stability, composition, artifacting, and how much cleanup a generated clip requires before it becomes usable.
Have an AI Video Generators, AI Video Creation, Text-to-Video and Image-to-Video Tools Question or Project?
Whether it's a quick AI Video Generators, AI Video Creation, Text-to-Video and Image-to-Video Tools question, a consultation, or an ongoing project — I'm happy to help.
Get in Touch
