Welcome to AI Innovation Hub
Explore the practical applications of Generative AI through interactive demonstrations of RAG systems, autonomous agents, and intelligent document processing.
Hi! I'm Shelwyn Corte
With over 10 years in the IT industry, I specialize in automation and Generative AI solutions. My expertise spans across business process automation, cross-platform integration, incident management, help-desk solutions, and strategic marketing implementations. I'm passionate about leveraging cutting-edge AI technologies to solve real-world business challenges.
Document RAG System
Advanced document processing for PDF and DOCX files using Retrieval-Augmented Generation. Enhanced context understanding for more accurate responses.
CSV Analysis
Intelligent analysis of CSV data using RAG techniques, enabling context-aware data exploration and insights generation.
Image Analysis
Computer vision capabilities for image understanding, leveraging advanced AI models for detailed visual analysis.
AI Agents
Explore pre-configured AI agents or build your own custom agent for specific tasks and workflows.
Important Notes
🔒 Chat Privacy: Uploaded files are processed to create embeddings for RAG implementation and are automatically cleared at regular intervals. ALso, chats are not saved to maintain system efficiency.
âš¡ Optimized Experience: To prevent token limit exhaustion on the Gemini LLM free tier, each query is processed independently without chat history.
🔬 Experimental Project: This is a demonstration project showcasing practical implementations of various AI capabilities and integration patterns.
Technical Stack Highlights:
• Generative AI Implementation using Google's Gemini LLM
• Vector Database Integration for Efficient Document Retrieval
• Custom RAG Pipeline Development
• Autonomous Agent Framework Implementation