• 🤖 Forward Deployed AI Engineer / Lead Consultant focused on Generative AI, Agentic AI, LLM applications, and RAG.
• 🧠 Experienced in designing AI-powered solutions using LLMs, RAG pipelines, AI agents, agent orchestration, tool/function calling, and context management.
• ☁️ Hands-on with Microsoft Foundry, Azure AI, Azure OpenAI, Azure AI Search, and Azure-based AI application architecture.
• 🔎 Experienced in designing RAG workflows covering data ingestion, document processing, chunking, embeddings, vector search, retrieval, reranking, context construction, generation, and citations.
• 🤝 Work directly with clients and stakeholders to understand business problems, evaluate technical approaches, build POCs, and drive solutions toward production.
• 🧩 Experienced in multi-agent and sub-agent orchestration for AI-assisted legacy application modernization.
• 🏗️ Strong software engineering foundation with 8+ years of experience across solution architecture, React.js, Next.js, Node.js, TypeScript, JavaScript, APIs, Micro-Frontends, and enterprise application modernization.
• 🚀 Interested in building practical AI systems that connect business problems, AI capabilities, software engineering, and production delivery.

• RAG Application Architecture
• RAG Pipelines
• Document Ingestion & Processing
• Chunking Strategies
• Embeddings & Vector Search
• Retrieval & Reranking
• Context Management
• Prompt Engineering
• AI Agents
• Agent Orchestration
• Multi-Agent / Sub-Agent Workflows
• Tool & Function Calling
• AI Workflow Design
• LLM Application Integration
• AI Application Prototyping / POCs
• Enterprise AI Integration
• Production AI Delivery

I focus on taking AI ideas from business problem → prototype → architecture → implementation → production.

Business Problem
       ↓
Problem Discovery
       ↓
Technical Feasibility
       ↓
Architecture & Solution Design
       ↓
Rapid Prototype / POC
       ↓
AI / Data / Application Integration
       ↓
Testing & Evaluation
       ↓
Azure Deployment
       ↓
Production Delivery
       ↓
Monitoring & Iteration