DEEP EDITORIAL CRAFT.
REAL PRODUCT RIGOR.
AGENTIC VELOCITY.
8+ years of hands-on video editing and post-production mastery combined with 3+ years in Product Management & Product Design (EdTech, educational video systems, and marketing ads). Converting nearly a decade of real-world storytelling instinct into new-age technology using generative agents, Claude Code, Codex, and Antigravity.
The Strategic Creative Pipeline
How 8 years of cut-by-cut post-production instinct and 3 years of Product Management rigor fuse with autonomous AI systems. Marrying editorial rhythm, customer friction mapping, and agentic workflows to deliver high-converting creative at scale.
PM & UX Research
Grounding creative hooks in actual customer friction, product value propositions, and user onboarding drop-offs mapped from 3+ years of PM experience.
Agentic Orchestration
Directing generative agents (Claude Code, Antigravity) and video models (Wan 2.1, Seedance) to prototype and generate consistent characters.
8-Year Editorial Rhythm
Applying 8+ years of post-production craft: seamless cut pacing, visual breathing room, color grading, and dynamic typographic hierarchy.
Pedagogical Clarity
Drawing from EdTech video direction to make complex software intuitive, digestible, and culturally resonant across multiple languages.
Customer Value
Shipping high-retention video creatives that respect the viewer's time, communicate real value, and drive sustainable adoption.
Video Library
Comprehensive production portfolio • 144 benchmark videos across 18 specialized creative categories. Click play on any card to watch in-place.
Professional Background & Craft Dossier
The real-world post-production mastery and product management grounding behind the AI Generalist.
Video Editing & Post-Production
Nearly a decade of cut-by-cut craft. Directing rhythm, invisible cuts, color grading, audio synchronization, and emotional hooks across commercials, brand films, and performance ads.
Product Management & EdTech
Architecting product flows, educational video systems, and user onboarding journeys. Deep understanding of pedagogical clarity, UX friction, and sustained retention mechanics.
New-Age Tech & AI Agents
Converting years of real-world editing and PM experience into modern technology using Claude Code, Codex, Antigravity, and generative agents. Pushing consumer-level AI frontiers.
Customer Value Over Quick Paychecks
"Real product design and editorial storytelling are never about vanity metrics or quick cash grabs. It’s about building meaningful, resonant assets that solve real user friction, clarify product utility, and deliver authentic value to the client and their end-user."
Let's build something
meaningful.
Available for product-rooted video strategy, creator & AI UGC campaigns, and consumer-level agentic workflows.