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Built a voice-enabled system that allows users to input structured data through natural conversation.
The system captures spoken input and uses AI to map responses into structured fields in real time.
Features include:
Speech-to-text integration
AI-assisted field mapping
Multilingual support
Real-time validation of inputs
Designed for field environments where manual data entry is inefficient or impractical.
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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I build scalable, efficient, and production-ready applications using Python, focusing on performance, clean architecture, and real-world problem solving. My work spans backend development, automation, APIs, and AI-powered systems—helping businesses streamline operations and build intelligent solutions.
I’ve developed everything from RESTful APIs and microservices to data pipelines and automation tools that reduce manual effort and improve efficiency. I also specialize in integrating machine learning and AI into applications, enabling smarter decision-making and enhanced user experiences.
For the @Paper_AI Challenge, I wanted to see what happens when a canvas talks directly to your agents, apps, and data.
Instead of losing context in chat windows, I used MCP to connect Paper to @NotionHQ to build a visual design loop:
1️⃣ Agent 1 pulls live Notion data onto the canvas.
2️⃣ Agent 2 generates 3 spatial design branches side-by-side.
3️⃣ Agent 3 turns the winning visual node into code.
Here's the social media links :
X : https://x.com/tomaruxai/status/2044456959152377858?s=20
Built with Paper, Antigravity, and Paper/Notion MCP. Full 110-second walkthrough below! 👇
#PaperChallenge #AI #DesignEngineering
Great use case!
A modern AI SaaS landing page designed to transform meeting workflows into actionable outcomes through a clean, structured, and user-centric interface. This design highlights how Notelify AI simplifies complex conversations into organized insights, combining intuitive UI components, soft visual storytelling, and clear content hierarchy to enhance usability and engagement.
📩 Collaborate with Us? Contra Cansaas Agency
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