Case Studies

A glimpse of what happens when production constraints disappear.

Mix Reality with AI

From a $20k, 2–3 week VFX-heavy animation process to a 2 hour AI-native build. Anchored in real training footage.

Exercises morphing into machine equivalents. Generated with AI-powered workflows directing FFLF, camera movements, and morphs.

Problem

Traditional character-morph fitness spots need a studio, athlete, lighting crew, VFX artist, animator, compositor, editor and colorist. They cost at least $20k and tie up the team for 2–3 weeks, mostly spent in post-production and animation.

Strategy

Film exercise reps at the gym to get maching first- and last-frame references, then direct AI video models to generate morphs and camera movements. No influencer? No problem. Frontier video models support Motion Control, so you can entierly replace the person in the video with a character image reference.

Solution

AI-native workflow: 30 minutes of filming to get first- and last-frame references, then focused workflows and prompting using ComfyUI and Kling. The result is a scroll-stopping sequence with real camera paths, mind-bending equipment transformations, and a turnaround measured in hours instead of weeks.

AI-powered gym in Santa Monica that uses adaptive equipment and personalized data to optimize fitness training.

AI vs. VFX

From a 2 week, $5k–$10k editorial shoot with specialized VFX tools like Blender to an AI-native build with prompt engineering.

Room-scale iridescent bubbles suspended above a sandy beach. An impossible environment created in minutes.

Problem

A single fashion spot requires $5k–$10k and at least two weeks. You are coordinating booking the model, stylist, makeup, photographer, location, permits, transportation, and lighting crew. Then comes post-production: VFX, editor, and revisions.

Strategy

What used to be gatekept by specialized VFX tools is now limited only by your imagination. Treat concepts as brand worlds instead of one-off shoots. Use AI to design impossible environments that feel on-brand for your product and audience. Play around with different concepts that weren't accessible before.

Solution

AI-native workflows: creative brief, product images, styling references, prompt engineering, and a few rounds of iteration. The result is an editorial campaign that would have required a full production team.

Impossible Photoshoots

From a $500k, 6–8 week multi-location campaign to a 3 hour AI-native build across impossible locations.

You want to send the models, where? Epic and impossible landscapes. Lava flows, cliffs, glaciers, all in one show-stopping campaign.

Problem

A multi-location fashion campaign means flights, accommodation, permits, transportation, crew, styling, VFX and post. Budgets land between $150k and $280k and production drags for 6–8 weeks. May the odds be with you on perfect weather.

Strategy

Design a brand world that can hold impossible environments you'd never be able to shoot. Lock the product, theme, and color story, then let AI handle the landscapes, lighting, and camera while you focus on narrative and styling.

Solution

AI-native workflow: mood boards, wardrobe references and environment prompts. In roughly 3 hours you have a six look, multi-location campaign that would have required an international shoot schedule drowned in paperwork and logistics.

Visual Work

Swipe below to explore a short selection, head to socials for more.

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Technical Work

Applications, AI Agents, and Projects

Content Lab

Agent

Solving video production bottlenecks with AI. Agentic orchestration of Blender, Remotion, and ComfyUI to create complex, high-quality videos in minutes.

AI Tools: Gemini, Antigravity, Cursor, Claude, Codex

Stack: Next.js, Python, Blender, Remotion, ComfyUI

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OpenClaw

Agent

Clawdia is your 24/7 personal AI assistant. She communicates via Telegram, with dedicated topic threads for contacts, calendar, expenses, and news. Contact capture flow: I take a picture of a business card and she adds the info to my contacts, researches person and company, and drafts a follow up email. Built on OpenClaw, running on a private VPS, locked down with Tailscale, and designed with hard limits on what she can do without asking first.

AI Tools: GPT-5.4, Claude, Gemini, OpenRouter

Stack: Python, Telegram Bot API, Google APIs, Hetzner VPS, Tailscale

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Calibrate

Agent

Confidently automate your workflows. Upload your workflow and let AI analyze its automation compatibility. Create your agent org chart, A2A cards, and tool registries. This was a team submission for the Google x Kaggle Agents Intensive Program in Nov 2025.

AI Tools: Codex, Claude, Cursor, Google ADK, Gemini, NotebookLM

Stack: Next.js (React), Python services (FastAPI), Firebase Auth + Firestore

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Curately

App

Your taste profile, built around you. Skip the $300 appointment and upload two photos to get your face, body shape, and color analysis in seconds. Send your AI agent shopper to find products and assess compatibility for you: add your holy grail products (and your never-agains) across beauty, skincare, hair, and cosmetics. The more you tell it, the smarter your recommendations get. Fashion module coming soon.

AI Tools: Gemini, Claude, Codex, Cursor

Stack: Next.js, React, TypeScript, Supabase, Vercel

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Plant Daddy

App

Never let another plant die on your watch. Powered by Gemini 3 Livestream video and voice. Show him your plants and he'll figure out environment, health status, and create custom care plans live on the call. Created for a Deepmind Hackathon, coming soon as a mobile app.

AI Tools: Gemini, Antigravity, Cursor, Claude, Codex

Stack: Next.js, React, TypeScript, Firebase Auth + Firestore

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FitnessAI

App

Set your goals and log workouts/PRs. If you use another logging app, AI parses your screenshots. Get custom progress analysis and weekly workout plans based on recent history. In-depth charts for progressive overload, imbalance detection, and calorie burn. It's like having AI Tableau for your workout data.

AI Tools: Gemini, Genkit, Firebase Studio, Antigravity, Cursor, Codex, Claude Code

Stack: Next.js (React), TypeScript, Firebase Auth + Firestore

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Macros Tracker

App

Chat with your AI coach and have it calculate your macros, log your meals, and give you live advice on how to hit your macro goals. View daily, weekly, and monthly rollups to stay on track.

AI Tools: Google Generative AI, Cursor, Antigravity, Codex, Gemini

Stack: Next.js (React), TypeScript, Firebase Auth + Firestore, Vercel

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reimagen Website

Other

Created with AI IDEs, CLI coding agents, and GenAI video models. Video assets were created with Sora, Meta AI, Veo, and via OpenArt's platform to battle-test the models from the big international labs: Kling, WAN, Seedance, Minimax Hailuo, PixVerse, Vidu, etc. TLDR: Do not sleep on these, especially Kling.

AI Tools: Cursor, Codex, Antigravity, Sora, OpenArt

Stack: React (Next.js), TypeScript, Vercel

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Custom GPTs

[ Requires ChatGPT Account ]

YC Office Hours

GPT

YC partner board simulation giving you direct, high-leverage startup feedback. Challenges assumptions, asks clarifying questions, and adapts feedback by company stage.

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a16z Office Hours

GPT

A16Z-style advisory board simulation partner-level strategic feedback. Provides differentiated takes across product, market, and defensibility.

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AI Creative Director

GPT

A creative partner that turns your ideas and aesthetic intent into structured, model-optimized prompts designed to improve composition, motion, and visual consistency.

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Social Copywriter

GPT

Writes platform-optimized copy for TikTok, IG, Facebook, YouTube, LinkedIn, and X. Adapts tone and structure per platform while enforcing basic compliance and brand safety.

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Focus Group

GPT

Runs simulated user reactions across key demographics and social platforms. Surfaces conflicting viewpoints instead of averaging responses.

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FitnessAI Companion Coach

GPT

AI fitness companion paired with FitnessAI for training and recovery insights. Interprets uploaded InBody data conservatively and avoids medical claims.

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