The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Multimodal Video SEO & Content Intelligence Engine
Engineered an end-to-end, 100% offline Multimodal Video SEO & Strategy Intelligence system designed for high-volume content creators and media marketing agencies.
Core Multimodal AI Pipeline:
• Audio Intelligence (Whisper): Millisecond-precision speech-to-text, tone detection, cadence tracking, and keyword density analysis.
• Computer Vision & Thumbnail Scorer (OpenCV + Vision LLMs): Semantic scene identification, on-screen text extraction, and predictive A/B thumbnail clickability scoring.
• Strategic Logic & SEO Pack: Correlates audio and visual signals to compute weighted retention scores (Hook 35%, Keyword 25%, Visual 25%, Sentiment 15%) and automated metadata packages.
• Competitor Benchmarking: Automated transcript gap analysis to identify underserved search demand and audience retention triggers.
• Automated Client Reporting: Production-grade automated PDF audit generation with visual breakdown charts.
Tech Stack:
• Core: Python, FastAPI (Async Orchestration), OpenCV, FPDF2, SQLite
• AI & Local Models: OpenAI Whisper, Gemma / Local LLMs via Ollama, TextBlob
• Dashboard: Streamlit Analytical Interface
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Trending
retrofuturism
Share your favorite designs from the past exploring the distant future. Or your own take on the aesthetic 🚀
halftone
Dots. Texture. Grain. Let's see your designs using the halftone technique.
Midjourney
Creatives are showing off what they're making with Midjourney.
colorgrade
Video editors sound off: How do you enhance the mood of your video in color grading?
Related posts
your content doesn’t need more pressure. it needs a practice.
that’s the conversation i’m leading in my upcoming live session for The Spill series with Creator Tea Talk
a lot of creators and business owners are trying to fix their content by adding:
😵💫 more posts, more hooks, more trends, more pressure, or more “i just need to be consistent”
but sometimes the real issue isn’t that your content is failing. many of those times the pressure is data.
it might be telling you your content needs more:
🪴 clarity, trust, relevance, rhythm or relationship
this session is for the creator, founder, or service provider who knows they have something valuable to say but content has started to feel heavier than it needs to.
we’ll talk through how to stop treating content like a performance you have to survive and start building a content practice you can actually return to.
if your strategy only works during an ideal week, it’s probably not a strategy yet. it’s a fantasy calendar. & we’re going to fix that.
join me for the live session on THIS Thursday, August 27.
link here: https://luma.com/d2cmd1jc
This is so true. Having a consistent practice makes way more sense than constantly putting pressure on yourself to post more.
I create scroll-stopping AI-powered videos for brands, products, and social media campaigns, combining creative storytelling with the latest generative AI tools.
From the initial concept to the final video, I handle the complete creative process — including scriptwriting, scene planning, AI image generation, image-to-video animation, character consistency, product integration, voiceovers, transitions, and final editing.
I specialize in creating:
• AI Product Commercials
• UGC-Style AI Ads
• Product & Skincare Videos
• Social Media Reels & Short-Form Videos
• Cinematic Brand Videos
• AI Image-to-Video Content
• Consistent AI Character Videos
• Creative Product Visualizations
My workflow combines tools such as Google Flow, Higgsfield AI, Canva, and AI voice-generation tools to create polished, engaging content designed for Instagram, Facebook, YouTube Shorts, and digital advertising.
I focus on making AI content feel natural, visually consistent, brand-aligned, and commercially usable rather than simply looking AI-generated.
From idea → script → visuals → motion → voiceover → final edit, I can turn a brand concept into a complete AI video.
Built this fully automated AI video pipeline — from script to finished, published video, zero manual editing.
I mapped out and built an end-to-end n8n workflow that takes a topic and turns it into a complete video: AI writes the script, generates the voiceover, creates the visuals, auto-syncs captions, assembles everything, then stores and logs it automatically.
The hardest part wasn't any single step — it was getting all the tools to talk to each other cleanly. Each stage had to pass the right data to the next without breaking, so one failed generation wouldn't quietly kill the whole run. Lots of trial, error, and rebuilding connections until it just... worked.
End result: a system that can produce content on autopilot, at a scale a person doing it manually never could.
