Skip to main content

PoCs & Demos

Production-ready prototypes solving real enterprise challenges. Every solution is documented, tested, and available on GitHub for implementation.

Banking Document Intelligence Pipeline

Document Processing

Production-grade document processing for banking using Azure AI Document Intelligence and GPT-4o. Handles cheques, invoices, KYC forms, ID cards, and trade finance documents.

Key Features:

MICR extraction from chequesKYC document processingInvoice data extraction+2 more

Tech Stack:

Azure AIGPT-4oPythonFastAPIOCR
Impact:60% reduction in processing time

Computer Vision & OCR for Banking

Fraud Detection

Advanced computer vision pipeline for banking documents with signature verification, face detection, and fraud detection capabilities.

Key Features:

Signature matching & verificationFace detection for ID verificationMICR code extraction+2 more

Tech Stack:

OpenCVOCRPythonFastAPIComputer Vision
Impact:Real-time fraud detection

Multimodal RAG for Financial Documents

AI/ML

Retrieval-augmented generation system that processes financial documents with charts, tables, and images, providing answers with source citations.

Key Features:

Process documents with charts & tablesImage embeddings for visual searchCitation-backed responses+2 more

Tech Stack:

ClaudeRAGVector DBFastAPIMultimodal AI
Impact:Complete document understanding

Copilot Studio MCP Server - 12 Tools

Enterprise Integration

Model Context Protocol server connecting Microsoft Copilot Studio to Azure SQL databases with 12 comprehensive tools for natural language database operations.

Key Features:

Natural language to SQLSchema inspectionCRUD operations+2 more

Tech Stack:

MCPCopilot StudioAzure SQLPythonAdaptive Cards
Impact:80% faster database queries

Human-in-the-Loop Agent Flows

Workflow Automation

Interactive agent flow orchestration for Microsoft Copilot Studio with human approval points and multi-agent coordination.

Key Features:

HITL approval workflowsMulti-agent orchestrationVisual flow designer+2 more

Tech Stack:

Copilot StudioAgent FlowsHTML5JavaScript
Impact:Enterprise-grade automation

Python for AI-103 Certification

Training Materials

Complete Python fundamentals course specifically tailored for Microsoft AI-103 certification preparation with hands-on labs.

Key Features:

Python basics to advancedAzure SDK integrationAI service implementation+2 more

Tech Stack:

PythonJupyterAzure AIMicrosoft Learn
Impact:Training resource for 100+ developers

Local Prompt Engineering with Ollama

Training Materials

Free, API-key-free prompt engineering training using Ollama and Qwen3 for completely local execution.

Key Features:

Zero-shot promptingFew-shot learningChain-of-thought reasoning+2 more

Tech Stack:

OllamaQwen3JupyterPython
Impact:Democratized AI training

Need a Custom PoC for Your Organization?

I can build production-ready prototypes tailored to your specific use cases, integrating with your existing systems and meeting your compliance requirements.

Discuss Your Requirements
AI Career Coach