Built and deployed TechNova RAG AI Assistant — an intelligent document-based assistant that lets ...Built and deployed TechNova RAG AI Assistant — an intelligent document-based assistant that lets ...
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Built and deployed TechNova RAG AI Assistant — an intelligent document-based assistant that lets users ask questions about their documents and receive relevant, source-backed answers.
The assistant uses Retrieval-Augmented Generation (RAG) to retrieve relevant information from uploaded documents before generating responses, helping reduce unsupported answers and making document search more useful.
Key features:
• Document-based question answering
• RAG pipeline for contextual responses
• Source references with answers
• Conversation memory
• Casual English and Roman Urdu conversations
• AI assistant-style chat interface
• Streamlit deployment
I've heard this from 3 different startups this year.
So I built one.
Metriva is an AI-powered business analyst that:
📊 Turns messy spreadsheets into executive dashboards
🧠 Writes C-level business briefs automatically
📈 Forecasts trends + detects anomalies
💬 Answers questions about your data in plain English
🎯 Finds your Pareto 80/20 — who drives 80% of your revenue?
No SQL. No Python. No data team.
Just upload your file and get answers.
Built with Flask, vanilla JS, and a lot of late nights.
The brief-writing piece is interesting — curious how you handle the validation step. AI-generated language tends to sound confident even when the underlying data is sparse or the trend is ambiguous. One pattern that helps: have the model output a confidence signal alongside the...
Her patients were ready to book. Her phone just couldn't keep up.
Meet Dietitian Pradeepa. She runs her own clinic in Coimbatore, South India, with 19+ years in practice. She is a real client, and she is my own dietitian.
The problem in one line: every booking took a chain of WhatsApp messages, Instagram DMs and missed calls, so enquiries went cold, patients forgot to come, and one day off meant calling everyone herself.
So I built Milo in @Lovable . He is her AI clinic assistant, named after her dog 🐾
For patients (the front door)
→ One booking link. Pick a consultation, pick a slot, confirmed in under a minute.
→ WhatsApp confirmation straight away, a reminder the day before, and a follow-up after the visit.
For Pradeepa (the follow-through)
→ She asks Milo, in the app or on WhatsApp: "What are my appointments tomorrow?"
→ She says "I'm not available tomorrow" and Milo moves all five patients and tells each one.
→ Bookings, earnings and no-shows in one place.
I built it for a contest. Now it runs her clinic: it is live on her own domain and real patients book through it ❤️
Small update: the last screenshot above is from an earlier version, when the assistant was still called Sana. After Pradeepa's feedback it became Milo, named after her dog 🐾.
Here is the current home screen, the same one you see in the demo video and on the live app.
Built an AI-powered content automation system that streamlines content generation, management, and publishing through one connected workflow—reducing repetitive work and improving content production efficiency.
What I Built
AI content generation with ChatGPT / OpenAI API
Automated n8n workflows
Airtable & Google Sheets data automation
Notion draft management and publishing
Custom REST API & webhook integrations
Optimized AI prompt engineering
End-to-end content workflow automation
Tech Stack
n8n • OpenAI API • ChatGPT • Airtable • Notion • Google Sheets • Python • Webhooks • REST APIs
Key Skills
AI Automation • Workflow Automation • Prompt Engineering • API Integration • Content Automation • Database Automation • ChatGPT Integration • n8n Development
SEO Keywords
AI Content Automation • n8n Automation • n8n Developer • ChatGPT Automation • ChatGPT API Integration • OpenAI API Integration • AI Workflow Automation • AI Automation Developer • Content Automation • n8n Workflow Development • OpenAI Automation • Prompt Engineering • API Integration • REST API Integration • Webhook Automation • Airtable Automation • Notion Automation • Google Sheets Automation • Python Automation • Database Automation • Business Process Automation • Marketing Automation • Automated Content Generation • Generative AI • Custom AI Automation • Custom Workflow Development
Result: A scalable AI content pipeline designed to reduce manual work, connect multiple platforms, and make content creation and management faster and easier.
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Linking ChatGPT responses to Airtable and Notion in one flow wipes out the manual transfer step. That lets you focus on the creative side instead of data juggling.