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Title: Production LLM Chatbot — NL-to-SQL Engine Description: End-to-end AI chatbot with WebSocket real-time backend, CosmosDB vector store for document embeddings, and Azure OpenAI for NLU. Let non-technical users query enterprise datasets in plain English — reduced SQL authoring time by ~70%. Tags: Azure OpenAI · RAG · WebSocket · CosmosDB · Python
The network for creativity
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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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Fantastic work🔥👏👏
Everyone talks about AI models.
Few talk about what makes AI actually work in production. ⚡
A production-ready AI system is more than just plugging into an API.
It needs:
🔍 High-quality retrieval (RAG)
🧠 Smart orchestration & model selection
🔌 Real integrations with tools & APIs
🛡️ Guardrails, permissions & safety layers
📈 Monitoring, observability & cost control
That’s the difference between:
❌ an impressive AI demo
and
✅ an AI product real users can depend on
As an AI Engineer, I help businesses build intelligent systems that are reliable, scalable, and built for production—not just prototypes. 🚀
Which layer do you think most teams underestimate? 👇
#AI #GenerativeAI #LLMAgents #RAG #AIEngineering #LangChain #PythonDeveloper #ArtificialIntelligence #MachineLearning #AIProducts #Automation #SaaS #TechInnovation #Contra
Interactive Framer SaaS Landing Page for CODERA Fleet Management
This project highlights an interactive Framer SaaS landing page developed for CODERA, a cutting-edge fleet management solution. As a Framer SaaS Expert, my goal was to create a dynamic and engaging B2B tech Framer developer experience that effectively communicates the value of real-time tracking and advanced analytics.
The solution involved leveraging Framer CMS for seamless content updates and Framer Motion for captivating animations, bringing the SaaS analytics visualization to life. I focused on high-fidelity SaaS prototypes to ensure a polished product marketing website, showcasing CODERA's vehicle tracking interface and route optimization UI. The design emphasizes a modern aesthetic with a clean layout, making complex logistics tech showcase simple and intuitive for potential clients.
This project demonstrates my expertise in creating conversion-focused Framer designs for B2B software sales pages, ensuring a powerful and efficient digital presence for tech startups in the logistics sector.
Tags/Keywords:
Framer, SaaS Landing Page, B2B Tech, Interactive UI, Framer CMS, Framer Motion, Product Marketing, Logistics Tech, Fleet Management, SaaS Analytics, UI/UX Design, No-Code Development, Responsive Design.
The typography and coloration are in perfect harmony. Well done!!!
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