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
The project is an end-to-end machine-learning web application with a React + TypeScript frontend and FastAPI + Python ML backend. It predicts student academic risk and provides explainable insights, uncertainty analysis, personalized recommendations, and authenticated access.
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
Challenges
View all
Related posts
New website for Beer Zombies Brewing Co. 🍺🧟♂️
Designed to be bold, vibrant, and disruptive. This was a fun build because the BZ brand already has such a strong visual identity and personality. Oversized typography, aggressive motion, interactive effects, and a healthy dose of zombie aesthetics. 🤘
www.beerzombies.com
The oversized type and aggressive motion fit the beer-brand attitude perfectly, especially how the green palette carries from the hero into the product details.
Would you stop to look at these homes?
That’s what I enjoy about this design.
It makes browsing feel natural, even when you’re just there to check out the website.
Developed in Webflow.
Beautiful!
Agent products resist normal product marketing. There's no single interface to screenshot and the category vocabulary has gone generic, so a feature list communicates almost nothing.
We built Heron's explanation as a four-beat scroll that runs the agent's actual loop. The model appears and is watched. Violations surface with plain language and a real IBC clause. An edit is applied after approval. The system learns the firm's standards.
Pacing was the main design problem. Each beat needed enough scroll distance to register as a separate action, without the section becoming so long that people bail before the payoff. The sequence carries the technical detail that would otherwise sit in a spec table.
The four-beat scroll is a smart way to make the agent’s loop feel tangible—much clearer than a static feature list. The restrained visual system gives the interaction room to breathe.