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Developed an AI-powered image enhancement system using teacher-student knowledge distillation, achieving 92% accuracy and 3× faster inference on edge devices. Benchmarked model performance, analyzed inference quality and accuracy trade-offs, and evaluated different model configurations to improve efficiency and reliability. Worked with Python, PyTorch, OpenCV, and computer vision techniques to develop and evaluate the system.
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
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This really captures that Italian summer mood
Created another AI-generated video case for my portfolio — this time a lifestyle ad for a clothing store, in a format that’s actually ready to run on Meta Ads.
The concept: a girl standing at a crosswalk, cycling through several different outfit looks — light, “lived-in” street-style content that feels native to the feed rather than staged advertising.
The hardest part wasn’t generating one good-looking frame — it was making the motion feel natural rather than artificial: the step, the glance, the wind, the everyday city atmosphere.
It shows just how far AI content has come: clothing brands can now get ad-ready video without an actual shoot, model, location, or crew — just a well-thought-out concept and the right prompts.
Curious how soon this kind of format becomes the norm in performance marketing 👇
#AIcontent #GenerativeAI #FashionMarketing #MetaAds #ContentCreation
i love the vintage vibe
I recently finished building AIVELOFT V2, a premium Framer template for AI automation agencies and consultants.
One principle shaped the product from the start:
automation should be observable, measurable, and controlled.
Instead of relying on generic AI visuals or hype, I focused on real workflows, human checkpoints, integrations, responsive UX, and an exploratory ROI calculator.
The goal was to make complex automation services easier to understand and easier to present credibly.
Built in Framer.
the automation flow panel with timestamps next to the headline is a smart move, it shows the product instead of just claiming it works. the 38h saved and 24/7 active stats sell it better than any copy could.