AI CONTENT Specialist
Crafting high-converting AI UGC video ads, cinematic DTC product commercials, locked character consistency, and voice design and clone. Full-pipeline custom workflows featuring neural upscaling and fluid frame interpolation with no subscription costs or credit limits—delivering broadcast-ready visuals from 1080p to 4K.
Commercial & Creative Reels 9:16
Filter through production-tested vertical formats built for TikTok, Meta Reels, and high-converting video ads.
Software developer powered by AI engineering.
"I replace randomness with repeatable visual control. Every frame, facial identity, product label, and camera move is locked through custom ComfyUI graphs, ControlNets, and trained LoRA weights."
With a background in software development and mobile app development, I transitioned into an AI content specialist. I began generating and rigorously refining visual content until achieving absolute realism and eliminating AI drifts through custom ComfyUI workflows, ControlNets, and precision engineering techniques. Today, I build dedicated generative AI pipelines that solve real commercial problems—from high-converting DTC product ads and creator UGC to episodic character continuity.
Trained LoRA models & ControlNet facial rigs.
Neural upscaling with fluid optical frame interpolation.
Tack-sharp typography & macro product reflections.
Unrestricted rendering until the outcome is perfect.
Character Consistency
Preserving facial likeness, wardrobe, and proportions across diverse scenes and angles using IPAdapter, face mesh, and pose-guided ControlNets.
Commercial DTC Product Ads
Executing cinematic product commercials (fragrance, skincare, electronics) with 100% legible packaging typography, macro lighting, and locked silhouettes.
AI UGC Ads & Avatars
Developing persistent on-camera creator personas with authentic smartphone staging, natural talking-head pacing, and voice design and clone for high-converting social ads.
Character LoRA Training & Multi-Shot Continuity
Disciplined LoRA dataset curation and precision training in ai-toolkit for recurring personas and episodic narrative continuity without identity drift.
Autonomous Pipelines
Fully automated pipelines with no manual work—from image to final 1080p videos, where only approval is needed to post videos on socials.
Lucidscapes — Featured Autonomous Pipeline
Fully autonomous AI content generation to social posting pipeline configured. Zero manual prompt engineering—from intelligent visual scanning to final 1080p/4K master videos, waiting only for approval before automatic posting to socials.
From Scene Analysis to Social Media Broadcast
Vision-language intelligence synthesizes atmospheric visual directions for master stills without human prompt writing.
Diffusion synthesis renders ultra-high dynamic range 35mm master frames with authentic lighting and film grain.
Vision model scans the generated still, identifying what should animate (snow, mist, chimney smoke) and what must remain locked.
Generative video engine translates vision-directed animation prompts into fluid, temporally coherent video clips.
Upscales video frames, restoring micro-details, foliage clarity, and organic texture fidelity.
Optical flow frame doubling achieves silky-smooth 60fps broadcast-grade playback.
Rendered master videos automatically enter a review queue waiting only for my final approval.
Upon approval, the pipeline instantly formats, captions, and posts the video directly to Instagram and Facebook.
Engineered Work & Pipelines
Detailed inspection of custom ComfyUI workflows, complete with model parameters, node execution stages, and specs.
From Concept to 4K Master
A disciplined four-step generative pipeline engineered for high visual fidelity, natural motion, and client repeatability.
Dataset Curation & Master Still Generation
Scraping, cropping, and tagging training datasets. Generating tack-sharp master frames with high-fidelity diffusion models with perfect typography and composition.
LoRA Training & Spatial ControlNet Rigging
Training dedicated character LoRAs with precision hyperparameter tuning. Rigging depth, edges, lines, and pose ControlNets to guarantee 100% identity and packaging silhouette lock.
Image-to-Video Synthesis & Voice Cloning
Rendering natural motion via state-of-the-art generative video engines with locked camera trajectories. Pairing with voice cloning and custom audio sync.
Neural Upscaling & 60fps Interpolation
Upscaling video frames with neural detail restoration models for batch production, completed with optical flow neural frame interpolation for fluid 60fps playback.
Services & Specialized Deliverables
Delivering production-grade AI visual media and custom workflow systems for forward-thinking brands and agencies.
Character Consistency & Identity Rigging
Preserving facial likeness, styling, and physique across multi-scene narrative shots using IPAdapter, face mesh, and ControlNet rigs.
Commercial DTC Product Photography & Video
Pure cinematic product shots with 100% legible typography, macro fluid lighting, and sweeping camera orbits.
AI UGC Video Ads & Presenter Personas
Authentic talking-head presenter videos with locked facial identities, product placement, and cloned voice sync.
Character LoRA Training & Multi-Shot Continuity
Custom LoRA model training and IPAdapter rigging for recurring personas and episodic multi-shot consistency.
Autonomous Ambient Pipelines (Lucidscapes)
Fully automated state-machine pipelines from image synthesis to final 1080p/4K master videos ready for publishing.