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Saw a random Upwork job asking for an LLM text analyzer. They wanted someone with years of experience (that I don't have yet), so I thought, "Why not just build it?"
So, I built a Python tool that uses Google's Gemini API to analyze customer reviews and feedback automatically. Feed it text, get back sentiment scores, key themes, and summaries, without manually reading anything.
It also handles batch processing, fetches content from URLs, and exports to Excel/Google Sheets. Aside from integrating the AI, another interesting part was that it was handling messy real-world data, rate limits, and making it actually usable.
This solution reduces hours of analysis to minutes. Fully documented and production-ready.
Repo: LLM Text Analyzer
The network for creativity
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Excited to share what I’ve been building! I’m developing a healthcare system that leverages AI to help hospitals and clinics work smarter. It streamlines patient management, improves diagnostics, and provides actionable insights so healthcare providers can deliver faster, more accurate care. I built it with scalability, security, and real-world workflows in mind, aiming to make healthcare more efficient and impactful. Always looking to connect with other innovators in health tech!
"David this is so cool! 🔥 AI in healthcare is literally the future and you're actually building it — that's huge!
Love that you're keeping security and scalability in mind from day one, that's the right way to do it!
Would love to stay connected and watch this grow — who knows we...
Hey Contra Community!
Here is first challenge submission 🙌
I wanted to explore how a single creative workflow could turn a concept into a complete animated design story.
The project is built around three animal archetypes - Lion, Camel, and Horse - representing three different superpowers translated into fashion.
Inside Kittl, I experimented with typography design, t-shirt mockups, and style variations such as vintage, pop-art, and 90’s typography, before placing the designs into scenes and animating them.
The idea was to show how concept → typography → mockup → motion can exist in one visual workflow.
View the project here:
https://app.kittl.com/project/cmmltwibg5mr10i9rv27rikpr
Congrats on the first challenge submission! The idea of building a visual story around the animal archetypes is really cool.
I am developing a new AI agent tool that is seed-backed. We are currently building a comprehensive design system, UI components, and test cases, including edge scenarios.
I am solely responsible for designing the entire application, including architecture flows.
Nice 🔥🙌
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